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Supervised Data Stream Classification on BNG(mfeat-fourier)

Supervised Data Stream Classification on BNG(mfeat-fourier)

Task 2133 Supervised Data Stream Classification BNG(mfeat-fourier) 286 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1, kappa: -0.0001, kb_relative_information_score: 58772.2452, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.5099, kappa: 0.4624, kb_relative_information_score: 480458.2542, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5095, predictive_accuracy: 0.5161, prior_entropy: 3.3219, recall: 0.5161, relative_absolute_error: 0.6636, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.823,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8307, kappa: 0.8119, kb_relative_information_score: 841727.9734, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8311, predictive_accuracy: 0.8307, prior_entropy: 3.3219, recall: 0.8307, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.158, root_relative_squared_error: 0.5266,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.84, kappa: 0.8227, kb_relative_information_score: 850653.4126, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 844766.538, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8471, kappa: 0.8304, kb_relative_information_score: 844913.6204, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8471, predictive_accuracy: 0.8473, prior_entropy: 3.3219, recall: 0.8473, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.5161,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8459, kappa: 0.8293, kb_relative_information_score: 824349.228, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8459, predictive_accuracy: 0.8464, prior_entropy: 3.3219, recall: 0.8464, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.5202,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8448, kappa: 0.8282, kb_relative_information_score: 804326.3805, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.845, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.3038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.5271,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8441, kappa: 0.8274, kb_relative_information_score: 793170.7462, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8445, predictive_accuracy: 0.8447, prior_entropy: 3.3219, recall: 0.8447, relative_absolute_error: 0.3257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.5331,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8114, kappa: 0.788, kb_relative_information_score: 729103.7161, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8296, predictive_accuracy: 0.8092, prior_entropy: 3.3219, recall: 0.8092, relative_absolute_error: 0.4345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.6027,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8324, kappa: 0.8154, kb_relative_information_score: 778705.9017, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8352, predictive_accuracy: 0.8339, prior_entropy: 3.3219, recall: 0.8339, relative_absolute_error: 0.3491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.5573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8393, kappa: 0.8229, kb_relative_information_score: 811725.5403, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8401, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.5359,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.84, kappa: 0.8233, kb_relative_information_score: 842400.9752, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.842, predictive_accuracy: 0.841, prior_entropy: 3.3219, recall: 0.841, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.5198,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8448, kappa: 0.8282, kb_relative_information_score: 856385.7154, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8448, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5225,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8338, kappa: 0.8173, kb_relative_information_score: 849996.7949, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8374, predictive_accuracy: 0.8355, prior_entropy: 3.3219, recall: 0.8355, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.5482,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834220.2481, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8414, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5935,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8482, kappa: 0.8315, kb_relative_information_score: 841387.8699, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5806,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841530.0929, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841532.1844, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840809.566, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.848, kappa: 0.8312, kb_relative_information_score: 841169.3066, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8481, predictive_accuracy: 0.8481, prior_entropy: 3.3219, recall: 0.8481, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.581,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8481, kappa: 0.8314, kb_relative_information_score: 841310.4838, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8482, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1686, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5807,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841532.1844, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840809.566, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840809.566, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8138, kb_relative_information_score: 824797.9731, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841541.5962, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8138, kb_relative_information_score: 824797.9731, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8328, kappa: 0.8135, kb_relative_information_score: 824422.5461, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8342, predictive_accuracy: 0.8321, prior_entropy: 3.3219, recall: 0.8321, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.6108,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824800.0646, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824801.1103, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, f_measure: 0.8327, kappa: 0.8134, kb_relative_information_score: 824333.6567, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8342, predictive_accuracy: 0.832, prior_entropy: 3.3219, recall: 0.832, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.611,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824800.0646, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824800.0646, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 824800.0646, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6102,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8359, kappa: 0.8173, kb_relative_information_score: 828048.1873, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8366, predictive_accuracy: 0.8356, prior_entropy: 3.3219, recall: 0.8356, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.6045,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834238.0259, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5935,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8482, kappa: 0.8315, kb_relative_information_score: 841394.1444, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8482, kappa: 0.8315, kb_relative_information_score: 841394.1444, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8482, kappa: 0.8315, kb_relative_information_score: 841394.1444, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841539.5047, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841539.5047, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8473, kappa: 0.8306, kb_relative_information_score: 840585.7739, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.848, kappa: 0.8313, kb_relative_information_score: 841217.4114, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8481, predictive_accuracy: 0.8482, prior_entropy: 3.3219, recall: 0.8482, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5809,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8482, kappa: 0.8315, kb_relative_information_score: 841400.419, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 3.3219, recall: 0.8483, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.5805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.848, kappa: 0.8313, kb_relative_information_score: 841215.3199, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8481, predictive_accuracy: 0.8482, prior_entropy: 3.3219, recall: 0.8482, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5809,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8417, kappa: 0.8242, kb_relative_information_score: 834579.9886, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8418, predictive_accuracy: 0.8418, prior_entropy: 3.3219, recall: 0.8418, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840818.9778, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840818.9778, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8474, kappa: 0.8306, kb_relative_information_score: 840599.3687, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.582,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) 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: 770001.4752, 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: 0.3714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.5753,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) 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: 770001.4752, 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: 0.3714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.5753,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.84, kappa: 0.8233, kb_relative_information_score: 842403.0912, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.842, predictive_accuracy: 0.841, prior_entropy: 3.3219, recall: 0.841, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.5198,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.84, kappa: 0.8233, kb_relative_information_score: 842403.0912, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.842, predictive_accuracy: 0.841, prior_entropy: 3.3219, recall: 0.841, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.5198,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 850043.1503, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.5481,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8472, kappa: 0.8303, kb_relative_information_score: 856471.6264, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8473, predictive_accuracy: 0.8473, prior_entropy: 3.3219, recall: 0.8473, relative_absolute_error: 0.1888, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8471, kappa: 0.8304, kb_relative_information_score: 844915.8067, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8471, predictive_accuracy: 0.8473, prior_entropy: 3.3219, recall: 0.8473, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.5161,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.845, kappa: 0.828, kb_relative_information_score: 830298.5574, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8458, predictive_accuracy: 0.8452, prior_entropy: 3.3219, recall: 0.8452, relative_absolute_error: 0.2539, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.518,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8448, kappa: 0.8282, kb_relative_information_score: 856387.4075, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8448, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5225,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8338, kappa: 0.8173, kb_relative_information_score: 850002.1977, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8374, predictive_accuracy: 0.8355, prior_entropy: 3.3219, recall: 0.8355, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.5482,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834241.1632, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.178, root_relative_squared_error: 0.5935,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8412, kappa: 0.8237, kb_relative_information_score: 834055.0184, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8413, predictive_accuracy: 0.8413, prior_entropy: 3.3219, recall: 0.8413, relative_absolute_error: 0.1763, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5938,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834227.5684, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5935,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8401, kappa: 0.8227, kb_relative_information_score: 850651.8578, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8401, kappa: 0.8227, kb_relative_information_score: 850651.8578, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8404, prior_entropy: 3.3219, recall: 0.8404, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5089,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8483, kappa: 0.8316, kb_relative_information_score: 841536.3675, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8485, predictive_accuracy: 0.8485, prior_entropy: 3.3219, recall: 0.8485, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5803,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.5181, kappa: 0.4708, kb_relative_information_score: 486703.9678, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5175, predictive_accuracy: 0.5237, prior_entropy: 3.3219, recall: 0.5237, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.819,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1, kappa: -0.0001, kb_relative_information_score: 58772.2452, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.0358, kappa: -0, kb_relative_information_score: 806.9375, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0702, predictive_accuracy: 0.1004, prior_entropy: 3.3219, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.1168, kappa: 0.1048, kb_relative_information_score: 156751.3016, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1108, predictive_accuracy: 0.1943, prior_entropy: 3.3219, recall: 0.1943, relative_absolute_error: 0.8995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3992, root_relative_squared_error: 1.3306,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.1167, kappa: 0.1051, kb_relative_information_score: 157700.9038, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1946, prior_entropy: 3.3219, recall: 0.1946, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4014, root_relative_squared_error: 1.3379,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.0305, kappa: 0.0072, kb_relative_information_score: 104490.2468, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1064, prior_entropy: 3.3219, recall: 0.1064, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3974, root_relative_squared_error: 1.3248,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) 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: 0.0835, kappa: 0.0529, kb_relative_information_score: 108498.0138, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1475, prior_entropy: 3.3219, recall: 0.1475, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3764,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7931, f_measure: 0.6239, kappa: 0.5862, kb_relative_information_score: 610582.9172, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6413, predictive_accuracy: 0.6276, prior_entropy: 3.3219, recall: 0.6276, relative_absolute_error: 0.4138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.9097,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.6903, kappa: 0.6571, kb_relative_information_score: 655252.8525, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7273, predictive_accuracy: 0.6914, prior_entropy: 3.3219, recall: 0.6914, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6827,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8475, kappa: 0.8309, kb_relative_information_score: 840818.9778, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5816,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.8474, kappa: 0.8306, kb_relative_information_score: 840599.3687, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.582,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.8474, kappa: 0.8306, kb_relative_information_score: 858548.8671, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4936,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(1) 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: 770001.4752, 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: 0.3714, 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.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.8185, kappa: 0.7977, kb_relative_information_score: 809554.3597, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8198, predictive_accuracy: 0.8179, prior_entropy: 3.3219, recall: 0.8179, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.5369,
Joaquin Vanschoren 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.7069, kappa: 0.6751, kb_relative_information_score: 672542.9303, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7414, predictive_accuracy: 0.7076, prior_entropy: 3.3219, recall: 0.7076, relative_absolute_error: 0.4756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.6673,
Joaquin Vanschoren 8 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.7824, kappa: 0.7579, kb_relative_information_score: 192483.8664, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7847, predictive_accuracy: 0.7822, prior_entropy: 3.3219, recall: 0.7822, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.9384,
Jan van Rijn 8 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141,
Joaquin Vanschoren 8 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8416, kappa: 0.8244, kb_relative_information_score: 852626.944, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.842, prior_entropy: 3.3219, recall: 0.842, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.5028,
Joaquin Vanschoren 8 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8566, kappa: 0.8407, kb_relative_information_score: 849873.8074, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8567, prior_entropy: 3.3219, recall: 0.8567, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.469,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8332, kappa: 0.814, kb_relative_information_score: 830605.0292, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.8326, prior_entropy: 3.3219, recall: 0.8326, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.5021,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8413, kappa: 0.8239, kb_relative_information_score: 834230.7056, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8415, prior_entropy: 3.3219, recall: 0.8415, relative_absolute_error: 0.1761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5935,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8417, kappa: 0.8243, kb_relative_information_score: 834631.2308, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8418, predictive_accuracy: 0.8419, prior_entropy: 3.3219, recall: 0.8419, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.4218, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.4218, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8241, kappa: 0.8042, kb_relative_information_score: 815757.3996, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8238, prior_entropy: 3.3219, recall: 0.8238, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.6257,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.4218, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8241, kappa: 0.8042, kb_relative_information_score: 815757.3996, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8238, prior_entropy: 3.3219, recall: 0.8238, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.6257,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8241, kappa: 0.8042, kb_relative_information_score: 815757.3996, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8238, prior_entropy: 3.3219, recall: 0.8238, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.6257,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(mfeat-fourier) (1)
target_feature class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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