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Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1046, kappa: -0, kb_relative_information_score: 102061.2848, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0657, predictive_accuracy: 0.2564, prior_entropy: 2, recall: 0.2564, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6098, root_relative_squared_error: 1.4082,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.867, kappa: 0.7342, kb_relative_information_score: 734118.7404, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8677, predictive_accuracy: 0.8671, prior_entropy: 1, recall: 0.8671, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7284,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.8855, kappa: 0.0025, kb_relative_information_score: 906507.3288, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.855, predictive_accuracy: 0.9226, prior_entropy: 2, recall: 0.9226, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4544,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kappa: 0, kb_relative_information_score: 54847.9692, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.091, prior_entropy: 3.4594, recall: 0.091, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4142,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6462, f_measure: 0.4341, kappa: 0.2905, kb_relative_information_score: 351910.9215, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3934, predictive_accuracy: 0.5266, prior_entropy: 1.585, recall: 0.5266, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5616, root_relative_squared_error: 1.1912,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7105, f_measure: 0.6456, kappa: 0.3924, kb_relative_information_score: 555306.7557, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6234, predictive_accuracy: 0.6789, prior_entropy: 3.3219, recall: 0.6789, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2497, root_relative_squared_error: 0.8324,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6605, f_measure: 0.5287, kappa: 0.2373, kb_relative_information_score: 328104.2341, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5049, predictive_accuracy: 0.5823, prior_entropy: 2.8074, recall: 0.5823, relative_absolute_error: 0.486, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.9381,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7605, f_measure: 0.7413, kappa: 0.4875, kb_relative_information_score: 692193.0935, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7534, predictive_accuracy: 0.7438, prior_entropy: 2.3219, recall: 0.7438, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.7595,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.7922, kappa: 0.5903, kb_relative_information_score: 766759.5618, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.813, predictive_accuracy: 0.7951, prior_entropy: 2.3219, recall: 0.7951, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7154,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.556, f_measure: 0.4808, kappa: 0.0309, kb_relative_information_score: 7093.7449, mean_absolute_error: 0.4215, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5517, predictive_accuracy: 0.577, prior_entropy: 1, recall: 0.577, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6133, root_relative_squared_error: 1.2266,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.0498, kappa: 0.0214, kb_relative_information_score: 78361.3439, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0929, predictive_accuracy: 0.1192, prior_entropy: 3.3219, recall: 0.1192, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.3989,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, f_measure: 0.4393, kappa: 0.1132, kb_relative_information_score: 53015.6299, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4003, predictive_accuracy: 0.4901, prior_entropy: 2.8074, recall: 0.4901, relative_absolute_error: 0.5946, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3562, root_relative_squared_error: 1.0178,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7142, f_measure: 0.6332, kappa: 0.4047, kb_relative_information_score: 960858.0552, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5995, predictive_accuracy: 0.6709, prior_entropy: 3.3219, recall: 0.6709, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.8454,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 706659.9555, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.2944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.7592,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8461, kappa: 0.6713, kb_relative_information_score: 692522.4507, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8499, prior_entropy: 1, recall: 0.8499, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3851, root_relative_squared_error: 0.7702,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0223, kappa: 0.0001, kb_relative_information_score: 18294.183, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1087, prior_entropy: 2.585, recall: 0.1087, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5438, root_relative_squared_error: 1.4591,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.1102, kappa: 0.1001, kb_relative_information_score: 152905.0085, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1015, predictive_accuracy: 0.1899, prior_entropy: 3.3219, recall: 0.1899, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4025, root_relative_squared_error: 1.3415,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5494, f_measure: 0.1024, kappa: 0.0875, kb_relative_information_score: 145904.1011, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0952, predictive_accuracy: 0.1823, prior_entropy: 3.3219, recall: 0.1823, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4022, root_relative_squared_error: 1.3407,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.1706, kappa: 0.0001, kb_relative_information_score: 105870.1163, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1415, predictive_accuracy: 0.2548, prior_entropy: 2, recall: 0.2548, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5898, root_relative_squared_error: 1.3621,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.4989, kappa: 0.0016, kb_relative_information_score: 33290.7643, mean_absolute_error: 0.3624, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5875, predictive_accuracy: 0.6379, prior_entropy: 1, recall: 0.6379, relative_absolute_error: 0.7248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1974,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.839, kappa: 0.6773, kb_relative_information_score: 676345.6614, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8514, predictive_accuracy: 0.8382, prior_entropy: 1, recall: 0.8382, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8045,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.0196, kappa: 0.0013, kb_relative_information_score: 50156.757, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1183, predictive_accuracy: 0.0985, prior_entropy: 3.1699, recall: 0.0985, relative_absolute_error: 1.0142, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4476, root_relative_squared_error: 1.4242,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set vehicle_sensIT
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.8418, kappa: 0.6848, kb_relative_information_score: 67465.7592, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8477, predictive_accuracy: 0.8424, prior_entropy: 1, recall: 0.8424, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.7929,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5333, kappa: -0, kb_relative_information_score: 162851, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5278, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.1547,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5664, f_measure: 0.5714, kappa: 0.1302, kb_relative_information_score: 153871.6656, mean_absolute_error: 0.4285, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.5714, predictive_accuracy: 0.5713, prior_entropy: 1, recall: 0.5713, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6527, root_relative_squared_error: 1.3054,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5768, kappa: 0.1426, kb_relative_information_score: 81473.4528, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5764, predictive_accuracy: 0.5773, prior_entropy: 1, recall: 0.5773, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.624, root_relative_squared_error: 1.248,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8408, kappa: 0.6829, kb_relative_information_score: 67270.477, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8472, predictive_accuracy: 0.8414, prior_entropy: 1, recall: 0.8414, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.7953,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.9826, kappa: 0.9096, kb_relative_information_score: 966498.1567, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 1, recall: 0.9833, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.2588,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8852, kappa: 0.7676, kb_relative_information_score: 770297.2372, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9067, predictive_accuracy: 0.8881, prior_entropy: 1, recall: 0.8881, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.6699,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5627, kappa: 0.0006, kb_relative_information_score: 119812.0534, mean_absolute_error: 0.4405, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5595, predictive_accuracy: 0.5664, prior_entropy: 1, recall: 0.5664, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6212, root_relative_squared_error: 1.2424,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9915, kappa: 0.9807, kb_relative_information_score: 982962.5785, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9916, predictive_accuracy: 0.9915, prior_entropy: 1, recall: 0.9915, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.1846,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8623, kappa: 0.7213, kb_relative_information_score: 724595.8516, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8623, predictive_accuracy: 0.8623, prior_entropy: 1, recall: 0.8623, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3709, root_relative_squared_error: 0.7417,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0252, kappa: 0.0205, kb_relative_information_score: 31858.8228, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0295, predictive_accuracy: 0.0493, prior_entropy: 4.2479, recall: 0.0493, relative_absolute_error: 1.0035, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4167,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5049, f_measure: 0.4682, kappa: 0.0118, kb_relative_information_score: 217960.9466, mean_absolute_error: 0.391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6436, predictive_accuracy: 0.609, prior_entropy: 1, recall: 0.609, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6253, root_relative_squared_error: 1.2506,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.8898, kappa: 0.6519, kb_relative_information_score: 791502.3153, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.892, predictive_accuracy: 0.8957, prior_entropy: 1, recall: 0.8957, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.6455,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7423, f_measure: 0.4864, kappa: 0.4282, kb_relative_information_score: 553018.2751, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5857, prior_entropy: 2.8074, recall: 0.5857, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.9823,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.8529, kappa: 0.6741, kb_relative_information_score: 718528.8417, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8593, prior_entropy: 1, recall: 0.8593, relative_absolute_error: 0.2815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3749, root_relative_squared_error: 0.7497,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 18069.4105, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1085, prior_entropy: 2.585, recall: 0.1085, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5439, root_relative_squared_error: 1.4594,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61029.5701, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5298, root_relative_squared_error: 1.514,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.8304, kappa: 0.0342, kb_relative_information_score: 241484.6223, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8154, predictive_accuracy: 0.846, prior_entropy: 2.3219, recall: 0.846, relative_absolute_error: 0.2126, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.5896,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5045, f_measure: 0.0451, kappa: 0.0027, kb_relative_information_score: 27891.5392, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.037, predictive_accuracy: 0.114, prior_entropy: 2.585, recall: 0.114, relative_absolute_error: 1.0621, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5341, root_relative_squared_error: 1.4331,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6692, f_measure: 0.6478, kappa: 0.2898, kb_relative_information_score: 289599.9119, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6494, predictive_accuracy: 0.6471, prior_entropy: 1, recall: 0.6471, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5644, root_relative_squared_error: 1.1289,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.841, f_measure: 0.8233, kappa: 0.6183, kb_relative_information_score: 638282.3119, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8247, prior_entropy: 1, recall: 0.8247, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.7896,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0834, kappa: 0.0528, kb_relative_information_score: 108405.956, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1474, prior_entropy: 3.3219, recall: 0.1474, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3765,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5193, f_measure: 0.5204, kappa: 0.0175, kb_relative_information_score: 47425.0874, mean_absolute_error: 0.4758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5207, predictive_accuracy: 0.52, prior_entropy: 1, recall: 0.52, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6576, root_relative_squared_error: 1.3152,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.7208, kappa: 0.4406, kb_relative_information_score: 449528.618, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.729, predictive_accuracy: 0.7247, prior_entropy: 1, recall: 0.7247, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0487,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 31
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.2498, kappa: 0.2173, kb_relative_information_score: 258151.9567, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2402, predictive_accuracy: 0.3267, prior_entropy: 2.585, recall: 0.3267, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4737, root_relative_squared_error: 1.2712,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5519, f_measure: 0.6887, kappa: 0.0728, kb_relative_information_score: 385476.6384, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6868, predictive_accuracy: 0.6906, prior_entropy: 1, recall: 0.6906, relative_absolute_error: 0.6162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0268,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5595, f_measure: 0.2817, kappa: 0.0979, kb_relative_information_score: 5804.6991, mean_absolute_error: 0.4359, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.318, predictive_accuracy: 0.3463, prior_entropy: 1.585, recall: 0.3463, relative_absolute_error: 0.9809, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6569, root_relative_squared_error: 1.3935,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.9139, kappa: 0.81, kb_relative_information_score: 829560.4488, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.5762,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5045, f_measure: 0.0161, kappa: 0.0084, kb_relative_information_score: 35121.0203, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0373, predictive_accuracy: 0.0465, prior_entropy: 4.7004, recall: 0.0465, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4082,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.6954, kappa: 0.3108, kb_relative_information_score: 389119.586, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6927, predictive_accuracy: 0.7001, prior_entropy: 1, recall: 0.7001, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.513, root_relative_squared_error: 1.026,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.1012, kappa: 0.0906, kb_relative_information_score: 145328.2698, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0916, predictive_accuracy: 0.1817, prior_entropy: 3.3219, recall: 0.1817, relative_absolute_error: 0.911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4028, root_relative_squared_error: 1.3425,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54794.7223, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.4864, kappa: 0.4282, kb_relative_information_score: 553085.9481, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5857, prior_entropy: 2.8074, recall: 0.5857, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.9822,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.2521, kappa: 0.1729, kb_relative_information_score: 198495.4538, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.2328, predictive_accuracy: 0.3639, prior_entropy: 2.585, recall: 0.3639, relative_absolute_error: 0.7634, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4605, root_relative_squared_error: 1.2356,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5686, f_measure: 0.9928, kappa: 0.1996, kb_relative_information_score: 992990.7664, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9924, predictive_accuracy: 0.9949, prior_entropy: 1.585, recall: 0.9949, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1239,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.703, f_measure: 0.5132, kappa: 0.3703, kb_relative_information_score: 458603.0959, mean_absolute_error: 0.2645, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4559, predictive_accuracy: 0.6062, prior_entropy: 1.585, recall: 0.6062, relative_absolute_error: 0.5951, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4991, root_relative_squared_error: 1.0587,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.875, kappa: -0, kb_relative_information_score: 830872, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.838, predictive_accuracy: 0.9154, prior_entropy: 1, recall: 0.9154, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.5816,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6995, kappa: -0, kb_relative_information_score: 583158, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6266, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.4168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4565, root_relative_squared_error: 0.9131,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0151, kb_relative_information_score: 54682.4296, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0908, prior_entropy: 3.4594, recall: 0.0908, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9625, kappa: 0.5703, kb_relative_information_score: 374983.3568, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.962, predictive_accuracy: 0.966, prior_entropy: 1, recall: 0.966, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.3142,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6813, f_measure: 0.3667, kappa: 0.3287, kb_relative_information_score: 414452.7297, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3423, predictive_accuracy: 0.4685, prior_entropy: 2.585, recall: 0.4685, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1293,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.7416, kappa: 0.4849, kb_relative_information_score: 714603.581, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7396, predictive_accuracy: 0.7437, prior_entropy: 2.3219, recall: 0.7437, relative_absolute_error: 0.3319, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.7357,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.4715, kappa: 0.3532, kb_relative_information_score: 409669.2004, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4279, predictive_accuracy: 0.5688, prior_entropy: 1.585, recall: 0.5688, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5358, root_relative_squared_error: 1.1367,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.6344, kappa: 0.0009, kb_relative_information_score: 271504.1426, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6354, predictive_accuracy: 0.6334, prior_entropy: 1, recall: 0.6334, relative_absolute_error: 0.7286, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5877, root_relative_squared_error: 1.1753,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5291, f_measure: 0.5995, kappa: 0.0424, kb_relative_information_score: 195469.511, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5976, predictive_accuracy: 0.6016, prior_entropy: 1, recall: 0.6016, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6039, root_relative_squared_error: 1.2078,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5158, kappa: -0.0001, kb_relative_information_score: 12036, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5892, root_relative_squared_error: 1.1784,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.6339, kappa: -0.0033, kb_relative_information_score: 13282.4818, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6348, predictive_accuracy: 0.6331, prior_entropy: 1, recall: 0.6331, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.588, root_relative_squared_error: 1.176,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.7866, kappa: 0.5674, kb_relative_information_score: 555015.1782, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7865, predictive_accuracy: 0.7869, prior_entropy: 1, recall: 0.7869, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8476,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.8368, kappa: 0.497, kb_relative_information_score: 674703.4924, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8349, predictive_accuracy: 0.8394, prior_entropy: 1, recall: 0.8394, relative_absolute_error: 0.3267, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7394,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.276, kappa: 0.0016, kb_relative_information_score: 13420.8032, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2662, predictive_accuracy: 0.3069, prior_entropy: 3.7004, recall: 0.3069, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3205, root_relative_squared_error: 1.2029,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5505, f_measure: 0.1672, kappa: 0.1061, kb_relative_information_score: 205164.1705, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.159, predictive_accuracy: 0.2786, prior_entropy: 2.585, recall: 0.2786, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4904, root_relative_squared_error: 1.3158,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, f_measure: 0.12, kappa: 0.0319, kb_relative_information_score: 91532.3005, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1046, predictive_accuracy: 0.1969, prior_entropy: 2.3219, recall: 0.1969, relative_absolute_error: 1.0058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5457, root_relative_squared_error: 1.3642,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5696, f_measure: 0.6372, kappa: 0.1022, kb_relative_information_score: 279158.8309, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.637, predictive_accuracy: 0.6374, prior_entropy: 1, recall: 0.6374, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5542, root_relative_squared_error: 1.1084,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.827, kappa: 0.6534, kb_relative_information_score: 642170.189, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.827, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.7901,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.8056, kappa: 0.6104, kb_relative_information_score: 596130.1372, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8078, predictive_accuracy: 0.8063, prior_entropy: 1, recall: 0.8063, relative_absolute_error: 0.4094, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4142, root_relative_squared_error: 0.8283,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0029, kappa: 0, kb_relative_information_score: 26836.1815, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0382, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0221, kappa: -0, kb_relative_information_score: 18505.2687, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.109, prior_entropy: 2.585, recall: 0.109, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5437, root_relative_squared_error: 1.459,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.8267, kappa: 0.6528, kb_relative_information_score: 643786.8453, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.8267, prior_entropy: 1, recall: 0.8267, relative_absolute_error: 0.3593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8007,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.8508, kappa: 0.7009, kb_relative_information_score: 690673.7454, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8508, predictive_accuracy: 0.8508, prior_entropy: 1, recall: 0.8508, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7589,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.0221, kappa: -0.0001, kb_relative_information_score: 18488.5988, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.109, prior_entropy: 2.585, recall: 0.109, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5437, root_relative_squared_error: 1.459,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26819.2737, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0221, kappa: 0.0002, kb_relative_information_score: 18735.7415, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1093, prior_entropy: 2.585, recall: 0.1093, relative_absolute_error: 1.069, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5437, root_relative_squared_error: 1.4589,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0036, kappa: 0.0004, kb_relative_information_score: 27217.9943, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0397, predictive_accuracy: 0.0388, prior_entropy: 4.7004, recall: 0.0388, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.414,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61033.7149, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5298, root_relative_squared_error: 1.514,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61029.0892, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5298, root_relative_squared_error: 1.514,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.022, kappa: -0.0001, kb_relative_information_score: 18552.1766, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1091, prior_entropy: 2.585, recall: 0.1091, relative_absolute_error: 1.0693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5438, root_relative_squared_error: 1.4592,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.8739, kappa: 0.7473, kb_relative_information_score: 740061.504, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8741, predictive_accuracy: 0.874, prior_entropy: 1, recall: 0.874, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,