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Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.8515, kappa: 0.78, kb_relative_information_score: 104.9857, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.8729, predictive_accuracy: 0.8533, prior_entropy: 1.585, recall: 0.8533, relative_absolute_error: 0.3729, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.268, root_relative_squared_error: 0.5686,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459916.7714, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.8644, kappa: 0.712, kb_relative_information_score: 618645.9287, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.865, predictive_accuracy: 0.8656, prior_entropy: 1, recall: 0.8656, relative_absolute_error: 0.4062, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6889,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7024, kappa: 0.6722, kb_relative_information_score: 643827.1652, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.705, prior_entropy: 3.3219, recall: 0.705, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5232, kappa: 0.2664, kb_relative_information_score: 13819.0218, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5225, prior_entropy: 1.585, recall: 0.5225, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.992,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 756632.1127, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4985,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.8634, kappa: 0.1185, kb_relative_information_score: 236432.3176, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8473, predictive_accuracy: 0.9007, prior_entropy: 2.3219, recall: 0.9007, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.5167,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.7002, kappa: 0.6122, kb_relative_information_score: 521524.2142, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7112, predictive_accuracy: 0.7137, prior_entropy: 2.585, recall: 0.7137, relative_absolute_error: 0.6427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.7687,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8849, kappa: 0.784, kb_relative_information_score: 799582.5717, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8892, predictive_accuracy: 0.8868, prior_entropy: 2, recall: 0.8868, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5092,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.458, kappa: 0.4163, kb_relative_information_score: 460743.7068, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.4388, prior_entropy: 4.7004, recall: 0.4388, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8986,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8585, kappa: 0.7127, kb_relative_information_score: 545653.9019, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8632, predictive_accuracy: 0.8599, prior_entropy: 1, recall: 0.8599, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8001, kappa: 0.7738, kb_relative_information_score: 673009.3801, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8153, predictive_accuracy: 0.7966, prior_entropy: 3.3219, recall: 0.7966, relative_absolute_error: 0.5213, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.6663,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8709, kappa: 0.7377, kb_relative_information_score: 600251.5636, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8734, predictive_accuracy: 0.8718, prior_entropy: 1, recall: 0.8718, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.5004, kappa: 0.441, kb_relative_information_score: 481504.3135, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5579, predictive_accuracy: 0.4918, prior_entropy: 3.4594, recall: 0.4918, relative_absolute_error: 0.7224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.8617,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8963, kappa: 0.6717, kb_relative_information_score: 732667.3565, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8982, predictive_accuracy: 0.9015, prior_entropy: 1, recall: 0.9015, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.5635,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7287, f_measure: 0.7044, kappa: 0.3326, kb_relative_information_score: 15945.4797, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7272, predictive_accuracy: 0.7309, prior_entropy: 1, recall: 0.7309, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4632, root_relative_squared_error: 0.9264,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8359, kappa: 0.5559, kb_relative_information_score: 19198.2901, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8389, predictive_accuracy: 0.8337, prior_entropy: 1, recall: 0.8337, relative_absolute_error: 0.6553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7663,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.5027, kappa: 0.3289, kb_relative_information_score: 380361.2509, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6109, predictive_accuracy: 0.4977, prior_entropy: 2, recall: 0.4977, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9004,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9733, kappa: 0.9667, kb_relative_information_score: 848004.3596, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9746, predictive_accuracy: 0.9734, prior_entropy: 2.585, recall: 0.9734, relative_absolute_error: 0.257, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4002,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9211, kappa: 0.8988, kb_relative_information_score: 819316.4644, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9214, predictive_accuracy: 0.9229, prior_entropy: 2.8074, recall: 0.9229, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4695,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.7377, kappa: 0.6843, kb_relative_information_score: 665484.7741, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7407, predictive_accuracy: 0.7552, prior_entropy: 2.585, recall: 0.7552, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.6921,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.6238, kappa: 0.2674, kb_relative_information_score: 135630.03, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6877, predictive_accuracy: 0.6576, prior_entropy: 1, recall: 0.6576, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5025, root_relative_squared_error: 1.005,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9223, kappa: 0.8813, kb_relative_information_score: 708581.1456, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9245, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.5681,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.7787, kappa: 0.7516, kb_relative_information_score: 638098.8499, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7869, predictive_accuracy: 0.7808, prior_entropy: 3.1699, recall: 0.7808, relative_absolute_error: 0.554, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.6958,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747683.0875, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8378, predictive_accuracy: 0.8346, prior_entropy: 2.585, recall: 0.8346, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8763, kappa: 0.8156, kb_relative_information_score: 747613.7442, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8771, prior_entropy: 1.585, recall: 0.8771, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.5587,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7737, kappa: 0.6207, kb_relative_information_score: 940700.6139, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.781, predictive_accuracy: 0.7811, prior_entropy: 3.3219, recall: 0.7811, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.6957,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.8335, kappa: 0.4633, kb_relative_information_score: 657271.6606, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8359, predictive_accuracy: 0.8478, prior_entropy: 1, recall: 0.8478, relative_absolute_error: 0.3519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.329, root_relative_squared_error: 0.658,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 994589.5092, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0521,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(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: 925497.658, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.2046,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(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: 997251.5181, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0185, root_relative_squared_error: 0.0371,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.797, kappa: 0.5922, kb_relative_information_score: 532581.8945, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.797, prior_entropy: 1, recall: 0.797, relative_absolute_error: 0.4789, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.7268, kappa: 0.368, kb_relative_information_score: 497238.198, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8247, predictive_accuracy: 0.7707, prior_entropy: 1, recall: 0.7707, relative_absolute_error: 0.517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.7458,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9081, kappa: 0.7894, kb_relative_information_score: 341817.2206, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9136, predictive_accuracy: 0.9106, prior_entropy: 1, recall: 0.9106, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.5443,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8467, kappa: 0.6959, kb_relative_information_score: 61958.9101, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.86, predictive_accuracy: 0.848, prior_entropy: 1, recall: 0.848, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.7205,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.7049, kappa: 0.3991, kb_relative_information_score: 374441.7966, mean_absolute_error: 0.3342, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7087, predictive_accuracy: 0.7093, prior_entropy: 1, recall: 0.7093, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.8518,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.7101, kappa: 0.2809, kb_relative_information_score: 429263.0761, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7449, predictive_accuracy: 0.751, prior_entropy: 1, recall: 0.751, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8651,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.849, kappa: 0.8238, kb_relative_information_score: 755921.2839, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.849, prior_entropy: 2.8074, recall: 0.849, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.5703,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8289, kappa: 0.8094, kb_relative_information_score: 769999.6071, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8383, predictive_accuracy: 0.8285, prior_entropy: 3.3219, recall: 0.8285, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.5753,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9131, kappa: 0.8092, kb_relative_information_score: 755564.0724, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9142, prior_entropy: 1, recall: 0.9142, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.5168,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5362, f_measure: 0.5064, kappa: 0.0069, kb_relative_information_score: 29750.3005, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5766, predictive_accuracy: 0.6371, prior_entropy: 1, recall: 0.6371, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5573, root_relative_squared_error: 1.1146,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.587, kappa: 0.1804, kb_relative_information_score: 287999.8621, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7236, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.7174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1352,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9239, kappa: 0.9151, kb_relative_information_score: 853967.4198, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9236, prior_entropy: 3.3219, recall: 0.9236, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4344,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9645, kappa: 0.5721, kb_relative_information_score: 338675.2829, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9694, predictive_accuracy: 0.97, prior_entropy: 1, recall: 0.97, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3488,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9645, kappa: 0.5721, kb_relative_information_score: 338675.2829, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9694, predictive_accuracy: 0.97, prior_entropy: 1, recall: 0.97, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3488,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.933, kappa: 0.8657, kb_relative_information_score: 808081.5424, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.933, predictive_accuracy: 0.933, prior_entropy: 1, recall: 0.933, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4708,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9659, kappa: 0.9316, kb_relative_information_score: 799350.798, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9666, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4009,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116819.3828, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.3897,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8387, kappa: 0.7427, kb_relative_information_score: 470374.4035, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8442, predictive_accuracy: 0.8433, prior_entropy: 2.8074, recall: 0.8433, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8243, kappa: 0.6487, kb_relative_information_score: 802769.4302, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8243, predictive_accuracy: 0.8243, prior_entropy: 2.3219, recall: 0.8243, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.5491,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9041, kappa: 0.8952, kb_relative_information_score: 841027.9714, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9106, predictive_accuracy: 0.9043, prior_entropy: 4.2479, recall: 0.9043, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 882239.7618, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4276,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9101, kappa: 0.8202, kb_relative_information_score: 799433.2433, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9105, predictive_accuracy: 0.9101, prior_entropy: 1, recall: 0.9101, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.5062,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8172, kappa: 0.7603, kb_relative_information_score: 617269.9248, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8138, prior_entropy: 2.3219, recall: 0.8138, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.6691,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.6855, kappa: 0.4665, kb_relative_information_score: 554541.9419, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7103, predictive_accuracy: 0.7177, prior_entropy: 3.3219, recall: 0.7177, relative_absolute_error: 0.5015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.7047,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7483, kappa: 0.6795, kb_relative_information_score: 589541.3562, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7526, prior_entropy: 2.3219, recall: 0.7526, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.28, root_relative_squared_error: 0.7,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.7775, kappa: 0.7134, kb_relative_information_score: 601278.5029, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8069, predictive_accuracy: 0.7784, prior_entropy: 2.3219, recall: 0.7784, relative_absolute_error: 0.5305, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.6872,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8681, kappa: 0.72, kb_relative_information_score: 623157.0554, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8687, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.6814,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 22270.934, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7689,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.5173, kappa: 0.3913, kb_relative_information_score: 389617.1175, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.61, predictive_accuracy: 0.5416, prior_entropy: 2.3219, recall: 0.5416, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.8586,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.7318, kappa: 0.4184, kb_relative_information_score: 514.6575, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.8342, predictive_accuracy: 0.6993, prior_entropy: 2.585, recall: 0.6993, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.7091,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8394, kappa: 0.6825, kb_relative_information_score: 60719.8341, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8579, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.7222,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.7543, kappa: 0.501, kb_relative_information_score: 407050.8134, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7542, predictive_accuracy: 0.7545, prior_entropy: 1, recall: 0.7545, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4097, root_relative_squared_error: 0.8193,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.7944, kappa: 0.7704, kb_relative_information_score: 679508.2259, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.7935, prior_entropy: 3.3219, recall: 0.7935, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6411,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7516, f_measure: 0.7194, kappa: 0.3036, kb_relative_information_score: 444836.1541, mean_absolute_error: 0.2851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.7574, prior_entropy: 1, recall: 0.7574, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4246, root_relative_squared_error: 0.8491,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.4979, kappa: 0.4508, kb_relative_information_score: 451534.7316, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5278, predictive_accuracy: 0.5007, prior_entropy: 3.4594, recall: 0.5007, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8589,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.7496, kappa: 0.418, kb_relative_information_score: 525643.6354, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.7852, prior_entropy: 1, recall: 0.7852, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.7133,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8487, kappa: 0.8231, kb_relative_information_score: 748833.6534, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8483, prior_entropy: 2.8074, recall: 0.8483, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5628,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9199, kappa: 0.8246, kb_relative_information_score: 762927.2366, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9207, predictive_accuracy: 0.9206, prior_entropy: 1, recall: 0.9206, relative_absolute_error: 0.2548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.4922,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9088, kappa: 0.7829, kb_relative_information_score: 799903.0451, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9207, prior_entropy: 2.585, recall: 0.9207, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8296, kappa: 0.7945, kb_relative_information_score: 740164.6616, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8335, predictive_accuracy: 0.8343, prior_entropy: 2.585, recall: 0.8343, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5637,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, f_measure: 0.5859, kappa: 0.1785, kb_relative_information_score: 295648.0528, mean_absolute_error: 0.3549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7225, predictive_accuracy: 0.662, prior_entropy: 1, recall: 0.662, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5684, root_relative_squared_error: 1.1369,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9217, kappa: 0.9127, kb_relative_information_score: 807602.2151, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9244, predictive_accuracy: 0.9214, prior_entropy: 3.3219, recall: 0.9214, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4774,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8729, kappa: 0.811, kb_relative_information_score: 717741.3035, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8752, predictive_accuracy: 0.8739, prior_entropy: 1.585, recall: 0.8739, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5615,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.5177, kappa: 0.0305, kb_relative_information_score: 40389.7933, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7254, predictive_accuracy: 0.6461, prior_entropy: 1, recall: 0.6461, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9757,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9617, kappa: 0.5304, kb_relative_information_score: 351060.9143, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 1, recall: 0.9685, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3021,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9617, kappa: 0.5304, kb_relative_information_score: 351060.9143, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 1, recall: 0.9685, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3021,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.969, kappa: 0.938, kb_relative_information_score: 819294.4769, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.9691, prior_entropy: 1, recall: 0.9691, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.3631,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9531, kappa: 0.9012, kb_relative_information_score: 115367.7343, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9292, kappa: 0.858, kb_relative_information_score: 788456.1462, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9292, predictive_accuracy: 0.9292, prior_entropy: 1, recall: 0.9292, relative_absolute_error: 0.2276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.477,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8051, kappa: 0.687, kb_relative_information_score: 456476.3781, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8148, predictive_accuracy: 0.8119, prior_entropy: 2.8074, recall: 0.8119, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5561,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9013, kappa: 0.8922, kb_relative_information_score: 825261.0664, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9016, prior_entropy: 4.2479, recall: 0.9016, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4984,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9162, kappa: 0.8324, kb_relative_information_score: 772735.6921, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9164, predictive_accuracy: 0.9162, prior_entropy: 1, recall: 0.9162, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.6733, kappa: 0.4474, kb_relative_information_score: 571547.3155, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7081, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.6805,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.816, kappa: 0.6321, kb_relative_information_score: 781976.3983, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 2.3219, recall: 0.816, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5686,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9123, kappa: 0.8247, kb_relative_information_score: 858059.6683, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9123, prior_entropy: 2.3219, recall: 0.9123, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6882, kappa: 0.6577, kb_relative_information_score: 612020.6519, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.692, prior_entropy: 3.3219, recall: 0.692, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7403,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 635613.8674, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6755,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.572, kappa: 0.4654, kb_relative_information_score: 450932.7294, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6641, predictive_accuracy: 0.5996, prior_entropy: 2.3219, recall: 0.5996, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8075,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 22913.6147, mean_absolute_error: 0.2588, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.7387,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.7537, kappa: 0.6902, kb_relative_information_score: 607383.485, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7776, predictive_accuracy: 0.763, prior_entropy: 2.3219, recall: 0.763, relative_absolute_error: 0.5166, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.6759,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8631, kappa: 0.7089, kb_relative_information_score: 629827.6764, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8645, prior_entropy: 1, recall: 0.8645, relative_absolute_error: 0.3939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.3817, kappa: 0.2362, kb_relative_information_score: 354839.4866, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5738, predictive_accuracy: 0.4461, prior_entropy: 2.3219, recall: 0.4461, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.903,