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Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(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: 0.7954, kappa: 0.5815, kb_relative_information_score: 22556.3867, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7955, predictive_accuracy: 0.7954, prior_entropy: 1, recall: 0.7954, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7468,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 873373.5413, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.4269,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.8058, kappa: 0.7492, kb_relative_information_score: 722523.859, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8085, predictive_accuracy: 0.8068, prior_entropy: 2.3219, recall: 0.8068, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5931,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8717, kappa: 0.728, kb_relative_information_score: 600545.6785, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8724, prior_entropy: 1, recall: 0.8724, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.6729,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8667, kappa: 0.7173, kb_relative_information_score: 591236.7224, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8667, predictive_accuracy: 0.8674, prior_entropy: 1, recall: 0.8674, relative_absolute_error: 0.4409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6812,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7637, kappa: 0.6019, kb_relative_information_score: 1169715.9331, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7682, predictive_accuracy: 0.7678, prior_entropy: 3.3219, recall: 0.7678, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5791,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.924, kappa: 0.8319, kb_relative_information_score: 785624.6923, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9256, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.4871,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.3844, kappa: 0.3569, kb_relative_information_score: 437605.9829, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4128, predictive_accuracy: 0.3817, prior_entropy: 4.7004, recall: 0.3817, relative_absolute_error: 0.786, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.8983,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.4758, kappa: 0.187, kb_relative_information_score: 11103.6815, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4747, predictive_accuracy: 0.4782, prior_entropy: 1.585, recall: 0.4782, relative_absolute_error: 0.8762, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4591, root_relative_squared_error: 0.9739,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8596, kappa: 0.7436, kb_relative_information_score: 794961.6617, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8674, prior_entropy: 2, recall: 0.8674, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.221, root_relative_squared_error: 0.5104,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.8624, kappa: 0.1002, kb_relative_information_score: 255660.8816, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8729, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4613,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.6832, kappa: 0.5892, kb_relative_information_score: 640278.6409, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6815, predictive_accuracy: 0.7047, prior_entropy: 2.585, recall: 0.7047, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6955,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8615, kappa: 0.7197, kb_relative_information_score: 619531.2179, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8615, predictive_accuracy: 0.8616, prior_entropy: 1, recall: 0.8616, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6538,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.7986, kappa: 0.7782, kb_relative_information_score: 797112.7707, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8049, predictive_accuracy: 0.8005, prior_entropy: 3.3219, recall: 0.8005, relative_absolute_error: 0.283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.555,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8456, kappa: 0.6939, kb_relative_information_score: 810338.6781, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.846, predictive_accuracy: 0.8486, prior_entropy: 2.3219, recall: 0.8486, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9671, kappa: 0.9588, kb_relative_information_score: 939964.4437, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9681, predictive_accuracy: 0.9671, prior_entropy: 2.585, recall: 0.9671, relative_absolute_error: 0.0959, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.099, root_relative_squared_error: 0.2657,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8496, kappa: 0.6946, kb_relative_information_score: 613811.0645, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8517, predictive_accuracy: 0.8506, prior_entropy: 1, recall: 0.8506, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8865, kappa: 0.6442, kb_relative_information_score: 706827.8604, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8862, predictive_accuracy: 0.8908, prior_entropy: 1, recall: 0.8908, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.5703,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.5694, kappa: 0.4355, kb_relative_information_score: 421189.1681, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.566, predictive_accuracy: 0.5765, prior_entropy: 2, recall: 0.5765, relative_absolute_error: 0.6836, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.844,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.4121, kappa: 0.3514, kb_relative_information_score: 389143.1397, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4208, predictive_accuracy: 0.4104, prior_entropy: 3.4594, recall: 0.4104, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8996,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9231, kappa: 0.9036, kb_relative_information_score: 915402.7573, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9266, prior_entropy: 2.8074, recall: 0.9266, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.3521,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.7426, kappa: 0.4193, kb_relative_information_score: 13463.8135, mean_absolute_error: 0.3441, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7474, predictive_accuracy: 0.7541, prior_entropy: 1, recall: 0.7541, relative_absolute_error: 0.6882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4094, root_relative_squared_error: 0.8189,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.817, kappa: 0.49, kb_relative_information_score: 27029.3157, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8149, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.4645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.7007,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.753, kappa: 0.5078, kb_relative_information_score: 342028.3625, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7587, predictive_accuracy: 0.753, prior_entropy: 1, recall: 0.753, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4087, root_relative_squared_error: 0.8174,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.7069, kappa: 0.6751, kb_relative_information_score: 672542.9303, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7414, predictive_accuracy: 0.7076, prior_entropy: 3.3219, recall: 0.7076, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.6673,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.7281, kappa: 0.6777, kb_relative_information_score: 682408.956, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7333, predictive_accuracy: 0.7512, prior_entropy: 2.585, recall: 0.7512, relative_absolute_error: 0.4104, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.639,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9199, kappa: 0.8783, kb_relative_information_score: 844446.7193, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9204, predictive_accuracy: 0.9199, prior_entropy: 1.585, recall: 0.9199, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4291,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8331, kappa: 0.7516, kb_relative_information_score: 639701.4689, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8342, predictive_accuracy: 0.8343, prior_entropy: 1.585, recall: 0.8343, relative_absolute_error: 0.4413, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.6225,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.665, kappa: 0.3232, kb_relative_information_score: 127139.2821, mean_absolute_error: 0.3918, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6765, predictive_accuracy: 0.6746, prior_entropy: 1, recall: 0.6746, relative_absolute_error: 0.7837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4612, root_relative_squared_error: 0.9225,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.7757, kappa: 0.7501, kb_relative_information_score: 719897.2914, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7771, predictive_accuracy: 0.7798, prior_entropy: 3.1699, recall: 0.7798, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.6096,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8047, f_measure: 0.8037, kappa: 0.3779, kb_relative_information_score: 504228.1718, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7991, predictive_accuracy: 0.8146, prior_entropy: 1, recall: 0.8146, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7242,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8151, kappa: 0.7734, kb_relative_information_score: 793579.9324, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8279, predictive_accuracy: 0.8177, prior_entropy: 2.585, recall: 0.8177, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5558,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(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: 0.9998, kb_relative_information_score: 999929.0985, 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: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0081,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(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: 999849.164, 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: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0055, root_relative_squared_error: 0.0109,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6018, f_measure: 0.6182, kappa: 0.1075, kb_relative_information_score: 150272.3212, mean_absolute_error: 0.4347, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6188, predictive_accuracy: 0.6595, prior_entropy: 1, recall: 0.6595, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9459,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(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: 999884.2053, 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: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0044, root_relative_squared_error: 0.0088,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9006, kappa: 0.7739, kb_relative_information_score: 325780.5782, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9014, predictive_accuracy: 0.9019, prior_entropy: 1, recall: 0.9019, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5636,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8135, f_measure: 0.7047, kappa: 0.4358, kb_relative_information_score: 33871.8001, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.7653, predictive_accuracy: 0.7179, prior_entropy: 1, recall: 0.7179, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8669,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.781, kappa: 0.5588, kb_relative_information_score: 472271.9057, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7848, predictive_accuracy: 0.7802, prior_entropy: 1, recall: 0.7802, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.7751,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7399, f_measure: 0.6831, kappa: 0.215, kb_relative_information_score: 350089.4437, mean_absolute_error: 0.3368, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7142, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.8456,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5213, f_measure: 0.5462, kappa: 0.0157, kb_relative_information_score: 12225.9222, mean_absolute_error: 0.4566, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.549, predictive_accuracy: 0.6082, prior_entropy: 1, recall: 0.6082, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9916,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.8628, kappa: 0.696, kb_relative_information_score: 688449.2456, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.869, prior_entropy: 1, recall: 0.869, relative_absolute_error: 0.3207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6188,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8165, kappa: 0.7875, kb_relative_information_score: 785942.5727, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8207, predictive_accuracy: 0.8178, prior_entropy: 2.8074, recall: 0.8178, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.548,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8999, kappa: 0.889, kb_relative_information_score: 857667.2004, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9064, predictive_accuracy: 0.9001, prior_entropy: 3.3219, recall: 0.9001, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.4304,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5933, f_measure: 0.5353, kappa: 0.0995, kb_relative_information_score: 122953.1324, mean_absolute_error: 0.4455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6894, predictive_accuracy: 0.6353, prior_entropy: 1, recall: 0.6353, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.472, root_relative_squared_error: 0.944,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8836, kappa: 0.7132, kb_relative_information_score: 892476.6291, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8999, prior_entropy: 2.585, recall: 0.8999, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.414,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 922741.2495, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9688, predictive_accuracy: 0.9687, prior_entropy: 1, recall: 0.9687, relative_absolute_error: 0.0806, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.2957,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.8732, kappa: 0.7459, kb_relative_information_score: 519675.0223, mean_absolute_error: 0.2613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.876, predictive_accuracy: 0.8737, prior_entropy: 1, recall: 0.8737, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6514,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8356, kappa: 0.8243, kb_relative_information_score: 858048.2061, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8639, predictive_accuracy: 0.8409, prior_entropy: 4.2479, recall: 0.8409, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4866,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9283, kappa: 0.8565, kb_relative_information_score: 714072.979, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9283, predictive_accuracy: 0.9283, prior_entropy: 1, recall: 0.9283, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.4947,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9442, kappa: 0.8828, kb_relative_information_score: 112787.3718, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 1, recall: 0.9441, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.407,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9186, kappa: 0.8695, kb_relative_information_score: 531354.407, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9185, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.3651,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8384, kappa: 0.6774, kb_relative_information_score: 763826.5299, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8414, predictive_accuracy: 0.8387, prior_entropy: 2.3219, recall: 0.8387, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.5586,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8387, kappa: 0.6781, kb_relative_information_score: 764121.2667, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8418, predictive_accuracy: 0.8391, prior_entropy: 2.3219, recall: 0.8391, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5581,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 874956.1692, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4251,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.6504, kappa: 0.3861, kb_relative_information_score: 600470.5875, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6538, predictive_accuracy: 0.6681, prior_entropy: 3.3219, recall: 0.6681, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.206, root_relative_squared_error: 0.6867,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9019, kappa: 0.8735, kb_relative_information_score: 877036.3887, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9024, predictive_accuracy: 0.9021, prior_entropy: 2.3219, recall: 0.9021, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4215,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 851823.2304, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.4571,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.6567, kappa: 0.6214, kb_relative_information_score: 516117.6639, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6561, predictive_accuracy: 0.6593, prior_entropy: 3.3219, recall: 0.6593, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7859,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.984, kappa: 0.8263, kb_relative_information_score: 376604.6264, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.984, predictive_accuracy: 0.9846, prior_entropy: 1, recall: 0.9846, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2292,