OpenML

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9083, kb_relative_information_score: 913737.5561, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4281,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929682.8617, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.9391, kappa: 0.8782, kb_relative_information_score: 878148, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9391, prior_entropy: 1, recall: 0.9391, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.4937,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9215, kappa: 0.8744, kb_relative_information_score: 532115.8801, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9215, predictive_accuracy: 0.922, prior_entropy: 2.8074, recall: 0.922, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4266,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722426.6808, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.768,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1891, kb_relative_information_score: 329278, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7158, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8345, kappa: 0.6607, kb_relative_information_score: 30352, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8345, predictive_accuracy: 0.8349, prior_entropy: 1, recall: 0.8349, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8126,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8802, kappa: 0.7453, kb_relative_information_score: 762764, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6888,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808486.2314, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8745, kappa: 0.7331, kb_relative_information_score: 751486, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8757, prior_entropy: 1, recall: 0.8757, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.705,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883192, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.4833,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5269, kappa: 0.267, kb_relative_information_score: 19497.5512, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5268, predictive_accuracy: 0.5271, prior_entropy: 1.585, recall: 0.5271, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5615, root_relative_squared_error: 1.1911,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9026, kappa: 0.8181, kb_relative_information_score: 882743.8918, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5089,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8793, kappa: 0.756, kb_relative_information_score: 758478, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9861, kappa: 0.9826, kb_relative_information_score: 984718.6499, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 2.585, recall: 0.9861, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1825,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.9122, kappa: 0.7268, kb_relative_information_score: 829226, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9146, prior_entropy: 1, recall: 0.9146, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5844,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.7337, kappa: 0.3993, kb_relative_information_score: 19340, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7379, predictive_accuracy: 0.7456, prior_entropy: 1, recall: 0.7456, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.0087,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7585, f_measure: 0.8372, kappa: 0.5428, kb_relative_information_score: 33356, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9304, kappa: 0.9092, kb_relative_information_score: 924980.3345, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9305, prior_entropy: 2.8074, recall: 0.9305, relative_absolute_error: 0.0811, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.4027,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695186.603, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8435, kappa: 0.8261, kb_relative_information_score: 836333.7239, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8437, predictive_accuracy: 0.8435, prior_entropy: 3.3219, recall: 0.8435, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.5897,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6458, kappa: 0.5472, kb_relative_information_score: 589871.0868, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6447, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8386, kappa: 0.7301, kb_relative_information_score: 1214447.5715, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8402, predictive_accuracy: 0.8416, prior_entropy: 3.3219, recall: 0.8416, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.178, root_relative_squared_error: 0.5933,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6543, f_measure: 0.662, kappa: 0.3168, kb_relative_information_score: 184787, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6726, predictive_accuracy: 0.6713, prior_entropy: 1, recall: 0.6713, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5733, root_relative_squared_error: 1.1467,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9601, kappa: 0.9491, kb_relative_information_score: 956058.6815, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9615, predictive_accuracy: 0.9601, prior_entropy: 2.585, recall: 0.9601, relative_absolute_error: 0.0479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3094,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.7914, kappa: 0.7652, kb_relative_information_score: 781865.7587, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7909, predictive_accuracy: 0.793, prior_entropy: 3.1699, recall: 0.793, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.6825,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 999982, 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: 0.003, root_relative_squared_error: 0.006,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9999, kappa: 0.9993, kb_relative_information_score: 399888, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.0161,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.8094, kappa: 0.6169, kb_relative_information_score: 619000, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8094, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.8729,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 999980, 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: 0.0032, root_relative_squared_error: 0.0063,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 999992, 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: 0.002, root_relative_squared_error: 0.004,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.9403, kappa: 0.8116, kb_relative_information_score: 886492, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9452, predictive_accuracy: 0.9432, prior_entropy: 1, recall: 0.9432, relative_absolute_error: 0.1135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.4765,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9512, kappa: 0.8904, kb_relative_information_score: 440735, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9514, predictive_accuracy: 0.9511, prior_entropy: 1, recall: 0.9511, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.4425,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8719, kappa: 0.8086, kb_relative_information_score: 825245.0284, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8724, prior_entropy: 1.585, recall: 0.8724, relative_absolute_error: 0.1915, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.6188,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909310.0487, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4458,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8455, f_measure: 0.8449, kappa: 0.691, kb_relative_information_score: 68082, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8506, predictive_accuracy: 0.8455, prior_entropy: 1, recall: 0.8455, relative_absolute_error: 0.309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3931, root_relative_squared_error: 0.7861,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.8009, kappa: 0.6001, kb_relative_information_score: 646456, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8069, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.447, root_relative_squared_error: 0.894,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.9603, kappa: 0.9131, kb_relative_information_score: 111433, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9629, predictive_accuracy: 0.9608, prior_entropy: 1, recall: 0.9608, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.3961,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9491, kappa: 0.8846, kb_relative_information_score: 898228, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4512,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8212, kappa: 0.8019, kb_relative_information_score: 813563.4003, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8217, prior_entropy: 3.3219, recall: 0.8217, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.6294,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7651, kappa: 0.4236, kb_relative_information_score: 552814, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7659, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9457,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852420.2064, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5188, kappa: 0.5017, kb_relative_information_score: 515088.1017, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9637, kappa: 0.9232, kb_relative_information_score: 121424, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3545,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8631, kb_relative_information_score: 940395.0221, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3603,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8823, kb_relative_information_score: 891844, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9458, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4651,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9436, kappa: 0.887, kb_relative_information_score: 887024, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9436, prior_entropy: 1, recall: 0.9436, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.4378,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9748, kappa: 0.9495, kb_relative_information_score: 953261, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9756, predictive_accuracy: 0.9748, prior_entropy: 1, recall: 0.9748, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2392,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8976, kappa: 0.8883, kb_relative_information_score: 912042.8607, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9043, predictive_accuracy: 0.8979, prior_entropy: 4.2479, recall: 0.8979, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4205,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1892, kb_relative_information_score: 329330, mean_absolute_error: 0.3353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7159, predictive_accuracy: 0.6647, prior_entropy: 1, recall: 0.6647, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8239, kappa: 0.7849, kb_relative_information_score: 808432.2453, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8261, prior_entropy: 2.585, recall: 0.8261, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.646,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.926, kappa: 0.852, kb_relative_information_score: 921037.6908, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.926, prior_entropy: 2.3219, recall: 0.926, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3995,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8922, kappa: 0.8294, kb_relative_information_score: 527241.7778, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8977, predictive_accuracy: 0.8946, prior_entropy: 2.8074, recall: 0.8946, relative_absolute_error: 0.126, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4165,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8675, kappa: 0.7366, kb_relative_information_score: 879449.8182, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8683, prior_entropy: 2.3219, recall: 0.8683, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4747,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.7029, kappa: 0.4963, kb_relative_information_score: 648871.5886, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7371, predictive_accuracy: 0.7336, prior_entropy: 3.3219, recall: 0.7336, relative_absolute_error: 0.284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.6612,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.7203, kappa: 0.6919, kb_relative_information_score: 734398.5158, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7217, predictive_accuracy: 0.7228, prior_entropy: 3.3219, recall: 0.7228, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.7324,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.9169, kappa: 0.908, kb_relative_information_score: 913384.0901, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9169, predictive_accuracy: 0.9172, prior_entropy: 3.3219, recall: 0.9172, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.429,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.8226, kappa: 0.6433, kb_relative_information_score: 28896, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8334, predictive_accuracy: 0.8215, prior_entropy: 1, recall: 0.8215, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.7304,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8775, kappa: 0.7406, kb_relative_information_score: 750737, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6729,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.872, kappa: 0.7291, kb_relative_information_score: 740713, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8719, predictive_accuracy: 0.8725, prior_entropy: 1, recall: 0.8725, relative_absolute_error: 0.2593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3436, root_relative_squared_error: 0.6872,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9332, kappa: 0.8667, kb_relative_information_score: 862048, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9362, predictive_accuracy: 0.9333, prior_entropy: 1, recall: 0.9333, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.4437,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.7209, kappa: 0.6401, kb_relative_information_score: 748963.1506, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7222, prior_entropy: 2.3219, recall: 0.7222, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.6328,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.6433, kappa: 0.5441, kb_relative_information_score: 659278.838, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6995, predictive_accuracy: 0.6491, prior_entropy: 2.3219, recall: 0.6491, relative_absolute_error: 0.4455, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7484,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5174, kappa: 0.2608, kb_relative_information_score: 19423.9379, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5214, predictive_accuracy: 0.5224, prior_entropy: 1.585, recall: 0.5224, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1344,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.8264, kappa: 0.7777, kb_relative_information_score: 831629.8142, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8379, predictive_accuracy: 0.8278, prior_entropy: 2.3219, recall: 0.8278, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.215, root_relative_squared_error: 0.5375,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8484, kappa: 0.8052, kb_relative_information_score: 851247.7809, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8575, predictive_accuracy: 0.849, prior_entropy: 2.3219, recall: 0.849, relative_absolute_error: 0.1878, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.202, root_relative_squared_error: 0.505,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.8552, kappa: 0.0409, kb_relative_information_score: 262390.9327, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8556, predictive_accuracy: 0.8999, prior_entropy: 2.3219, recall: 0.8999, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4917,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.9373, kappa: 0.8633, kb_relative_information_score: 862969, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9378, predictive_accuracy: 0.9371, prior_entropy: 1, recall: 0.9371, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.4583,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8742, kappa: 0.7626, kb_relative_information_score: 868067.037, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8825, predictive_accuracy: 0.8747, prior_entropy: 2, recall: 0.8747, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4936,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.6772, kappa: 0.5853, kb_relative_information_score: 718010.9786, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6859, predictive_accuracy: 0.7017, prior_entropy: 2.585, recall: 0.7017, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.7289,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8691, kappa: 0.7373, kb_relative_information_score: 740870, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8687, prior_entropy: 1, recall: 0.8687, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6582,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8747, kappa: 0.7454, kb_relative_information_score: 746196, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8756, prior_entropy: 1, recall: 0.8756, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.6488,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8731, kappa: 0.7488, kb_relative_information_score: 864751.2179, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.5262,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9815, kappa: 0.9769, kb_relative_information_score: 982569.1749, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 2.585, recall: 0.9815, relative_absolute_error: 0.0213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.1858,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8595, kappa: 0.8193, kb_relative_information_score: 861801.4485, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8599, prior_entropy: 2.3219, recall: 0.8599, relative_absolute_error: 0.174, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4876,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9063, kappa: 0.7175, kb_relative_information_score: 804019, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9071, predictive_accuracy: 0.9057, prior_entropy: 1, recall: 0.9057, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2798, root_relative_squared_error: 0.5596,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.7403, kappa: 0.4246, kb_relative_information_score: 18848, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7394, predictive_accuracy: 0.7416, prior_entropy: 1, recall: 0.7416, relative_absolute_error: 0.5212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9445,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.831, kappa: 0.5523, kb_relative_information_score: 32490, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.84, predictive_accuracy: 0.826, prior_entropy: 1, recall: 0.826, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.7423,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.5101, kappa: 0.4751, kb_relative_information_score: 622529.7985, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5424, predictive_accuracy: 0.5229, prior_entropy: 3.4594, recall: 0.5229, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.8329,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9275, kappa: 0.906, kb_relative_information_score: 931055.1154, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9282, prior_entropy: 2.8074, recall: 0.9282, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.3693,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.6056, kappa: 0.4775, kb_relative_information_score: 567491.8376, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6097, predictive_accuracy: 0.6084, prior_entropy: 2, recall: 0.6084, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.8818,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 399930, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 399940, 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: 0.0035, root_relative_squared_error: 0.0071,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.8257, kappa: 0.7937, kb_relative_information_score: 885727.6522, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8444, predictive_accuracy: 0.8399, prior_entropy: 2.585, recall: 0.8399, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.4388,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.5166, kappa: 0.0297, kb_relative_information_score: 45595.6769, mean_absolute_error: 0.3039, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7485, predictive_accuracy: 0.6462, prior_entropy: 1, recall: 0.6462, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4766, root_relative_squared_error: 0.9532,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8366, kappa: 0.6177, kb_relative_information_score: 642929.7998, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.85, prior_entropy: 1, recall: 0.85, relative_absolute_error: 0.3654, 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.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9566, kappa: 0.9083, kb_relative_information_score: 116623.8895, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9566, predictive_accuracy: 0.9566, prior_entropy: 1, recall: 0.9566, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3768,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.923, kappa: 0.8316, kb_relative_information_score: 796607.875, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9237, predictive_accuracy: 0.9237, prior_entropy: 1, recall: 0.9237, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.24, root_relative_squared_error: 0.4799,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9267, kappa: 0.8175, kb_relative_information_score: 902024.4755, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9323, prior_entropy: 2.585, recall: 0.9323, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3692,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9648, kappa: 0.9294, kb_relative_information_score: 889120.9789, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9663, predictive_accuracy: 0.9648, prior_entropy: 1, recall: 0.9648, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.3109,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8248, kappa: 0.7208, kb_relative_information_score: 471418.9286, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8317, predictive_accuracy: 0.831, prior_entropy: 2.8074, recall: 0.831, relative_absolute_error: 0.2853, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.5277,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5929, kappa: 0.1885, kb_relative_information_score: 315900.1334, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7202, predictive_accuracy: 0.6649, prior_entropy: 1, recall: 0.6649, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5652, root_relative_squared_error: 1.1304,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.926, kappa: 0.8517, kb_relative_information_score: 807302.2715, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9266, predictive_accuracy: 0.9261, prior_entropy: 1, recall: 0.9261, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.4676,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9121, kappa: 0.8244, kb_relative_information_score: 790409.6224, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9143, predictive_accuracy: 0.9122, prior_entropy: 1, recall: 0.9122, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2473, root_relative_squared_error: 0.4946,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.673, kappa: 0.4472, kb_relative_information_score: 622441.679, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7083, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.6681,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8292, kappa: 0.6589, kb_relative_information_score: 800554.5276, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8316, predictive_accuracy: 0.8294, prior_entropy: 2.3219, recall: 0.8294, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.5493,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9022, kappa: 0.8932, kb_relative_information_score: 872219.7879, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9025, prior_entropy: 4.2479, recall: 0.9025, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.4536,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.913, kappa: 0.8261, kb_relative_information_score: 873121.4997, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9135, predictive_accuracy: 0.913, prior_entropy: 2.3219, recall: 0.913, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4388,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8345, kappa: 0.7979, kb_relative_information_score: 810195.3123, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.837, prior_entropy: 2.585, recall: 0.837, relative_absolute_error: 0.243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.5409,

Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.6939, kappa: 0.6638, kb_relative_information_score: 656935.2435, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6966, predictive_accuracy: 0.6974, prior_entropy: 3.3219, recall: 0.6974, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7262,

Sign in

Filter results by: