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Supervised Data Stream Classification on RandomRBF_0_0

Supervised Data Stream Classification on RandomRBF_0_0

Task 194 Supervised Data Stream Classification RandomRBF_0_0 279 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874617.8984, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8979, kappa: 0.8685, kb_relative_information_score: 884099.411, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8981, predictive_accuracy: 0.8982, prior_entropy: 2.3219, recall: 0.8982, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5045,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874621.3143, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808457.9598, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886380.1207, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 444429.1351, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.1044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.8347, kappa: 0.7854, kb_relative_information_score: 811995.7357, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8362, predictive_accuracy: 0.8349, prior_entropy: 2.3219, recall: 0.8349, relative_absolute_error: 0.2064, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.257, root_relative_squared_error: 0.6425,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8599, kappa: 0.8187, kb_relative_information_score: 840693.0531, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8601, prior_entropy: 2.3219, recall: 0.8601, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.5914,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 444429.1351, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.1044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 444429.1351, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.1044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8552, kappa: 0.8127, kb_relative_information_score: 835607.8561, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8555, predictive_accuracy: 0.8556, prior_entropy: 2.3219, recall: 0.8556, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6008,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.525, kappa: 0.3751, kb_relative_information_score: 463622.167, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5715, predictive_accuracy: 0.5289, prior_entropy: 2.3219, recall: 0.5289, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4341, root_relative_squared_error: 1.0852,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 444430.2738, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.1044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 444430.2738, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, recall: 0.5121, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4418, root_relative_squared_error: 1.1044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8143, f_measure: 0.7151, kappa: 0.631, kb_relative_information_score: 676372.644, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7153, predictive_accuracy: 0.7158, prior_entropy: 2.3219, recall: 0.7158, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.8429,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8427, kappa: 0.7958, kb_relative_information_score: 820586.8264, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8434, predictive_accuracy: 0.8424, prior_entropy: 2.3219, recall: 0.8424, relative_absolute_error: 0.197, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.6276,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 808583.211, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.6483,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.675, f_measure: 0.4967, kappa: 0.3568, kb_relative_information_score: 453283.2533, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5305, predictive_accuracy: 0.5199, prior_entropy: 2.3219, recall: 0.5199, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4382, root_relative_squared_error: 1.0956,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8999, kappa: 0.871, kb_relative_information_score: 886303.8313, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9005, predictive_accuracy: 0.9001, prior_entropy: 2.3219, recall: 0.9001, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4996,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8999, kappa: 0.871, kb_relative_information_score: 886304.97, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9005, predictive_accuracy: 0.9001, prior_entropy: 2.3219, recall: 0.9001, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4996,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8999, kappa: 0.871, kb_relative_information_score: 886304.97, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9005, predictive_accuracy: 0.9001, prior_entropy: 2.3219, recall: 0.9001, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4996,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8999, kappa: 0.871, kb_relative_information_score: 886304.97, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9005, predictive_accuracy: 0.9001, prior_entropy: 2.3219, recall: 0.9001, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4996,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886378.982, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886380.1207, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874617.8984, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 863971.1661, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.483,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8595, kappa: 0.8174, kb_relative_information_score: 756694.5227, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8608, predictive_accuracy: 0.8595, prior_entropy: 2.3219, recall: 0.8595, relative_absolute_error: 0.3359, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.5441,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8783, kappa: 0.8428, kb_relative_information_score: 830795.9512, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8784, predictive_accuracy: 0.8786, prior_entropy: 2.3219, recall: 0.8786, relative_absolute_error: 0.2238, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.4947,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8751, kappa: 0.8384, kb_relative_information_score: 789044.6157, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8753, prior_entropy: 2.3219, recall: 0.8753, relative_absolute_error: 0.289, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5174,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8527, kappa: 0.808, kb_relative_information_score: 712486.2006, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8552, predictive_accuracy: 0.8524, prior_entropy: 2.3219, recall: 0.8524, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5731,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8522, kappa: 0.8075, kb_relative_information_score: 729444.5252, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.855, predictive_accuracy: 0.8522, prior_entropy: 2.3219, recall: 0.8522, relative_absolute_error: 0.3725, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.5694,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8191, kappa: 0.7643, kb_relative_information_score: 685377.7705, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8237, predictive_accuracy: 0.8194, prior_entropy: 2.3219, recall: 0.8194, relative_absolute_error: 0.4218, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.6266,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8178, kappa: 0.7622, kb_relative_information_score: 625264.1286, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8255, predictive_accuracy: 0.817, prior_entropy: 2.3219, recall: 0.817, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.6518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.86, kappa: 0.8188, kb_relative_information_score: 761995.1311, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8615, predictive_accuracy: 0.8602, prior_entropy: 2.3219, recall: 0.8602, relative_absolute_error: 0.3229, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5535,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.8664, kappa: 0.8268, kb_relative_information_score: 821720.7474, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8664, prior_entropy: 2.3219, recall: 0.8664, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.5098,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8336, kappa: 0.7838, kb_relative_information_score: 717459.5559, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8355, predictive_accuracy: 0.8337, prior_entropy: 2.3219, recall: 0.8337, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5931,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874617.8984, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8602, kappa: 0.8201, kb_relative_information_score: 861911.3968, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8695, predictive_accuracy: 0.8605, prior_entropy: 2.3219, recall: 0.8605, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4872,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8997, kappa: 0.8707, kb_relative_information_score: 886060.1609, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8999, prior_entropy: 2.3219, recall: 0.8999, relative_absolute_error: 0.1251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.5002,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886380.1207, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886378.982, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886377.8434, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 886377.8434, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874619.037, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8172, kappa: 0.7603, kb_relative_information_score: 617270.4617, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8138, prior_entropy: 2.3219, recall: 0.8138, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.6691,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8407, kappa: 0.7937, kb_relative_information_score: 712743.7341, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8433, predictive_accuracy: 0.8408, prior_entropy: 2.3219, recall: 0.8408, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.6184,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 863971.597, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.483,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8674, kappa: 0.8283, kb_relative_information_score: 804376.4648, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8674, predictive_accuracy: 0.8675, prior_entropy: 2.3219, recall: 0.8675, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8662, kappa: 0.8264, kb_relative_information_score: 760116.6546, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8667, predictive_accuracy: 0.8661, prior_entropy: 2.3219, recall: 0.8661, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5536,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.8655, kappa: 0.8253, kb_relative_information_score: 735113.4679, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8667, predictive_accuracy: 0.8651, prior_entropy: 2.3219, recall: 0.8651, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.5602,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8584, kappa: 0.8161, kb_relative_information_score: 772681.1852, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8603, predictive_accuracy: 0.8583, prior_entropy: 2.3219, recall: 0.8583, relative_absolute_error: 0.3122, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.563,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8602, kappa: 0.8201, kb_relative_information_score: 861911.8275, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8695, predictive_accuracy: 0.8605, prior_entropy: 2.3219, recall: 0.8605, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4872,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874616.7597, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8894, kappa: 0.8574, kb_relative_information_score: 874309.3251, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5253,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874612.2051, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874620.1757, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808459.0985, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8896, kappa: 0.8577, kb_relative_information_score: 874599.68, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8896, kappa: 0.8577, kb_relative_information_score: 874599.68, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5381, f_measure: 0.078, kappa: 0.0027, kb_relative_information_score: 118195.0868, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1222, predictive_accuracy: 0.1735, prior_entropy: 2.3219, recall: 0.1735, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4995, root_relative_squared_error: 1.2488,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.0596, kappa: 0.0025, kb_relative_information_score: 54891.2043, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1303, predictive_accuracy: 0.17, prior_entropy: 2.3219, recall: 0.17, relative_absolute_error: 1.0375, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.4405,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5346, f_measure: 0.05, kappa: -0.0013, kb_relative_information_score: 113690.1649, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0843, predictive_accuracy: 0.1659, prior_entropy: 2.3219, recall: 0.1659, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.2372,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) 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 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8979, kappa: 0.8685, kb_relative_information_score: 884101.6883, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8981, predictive_accuracy: 0.8982, prior_entropy: 2.3219, recall: 0.8982, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5044,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 860015.1724, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.4463,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 808460.2371, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6485,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 776873.5491, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5653,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8172, kappa: 0.7603, kb_relative_information_score: 617270.4617, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8138, prior_entropy: 2.3219, recall: 0.8138, relative_absolute_error: 0.5179, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.6691,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.7183, kappa: 0.6354, kb_relative_information_score: 537464.7394, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.7191, prior_entropy: 2.3219, recall: 0.7191, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.7259,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7081, f_measure: 0.2694, kappa: 0.0939, kb_relative_information_score: 140227.0642, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.361, predictive_accuracy: 0.3519, prior_entropy: 2.3219, recall: 0.3519, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3853, root_relative_squared_error: 0.9633,
Jan van Rijn 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9, kappa: 0.8711, kb_relative_information_score: 874956.1692, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9006, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4251,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(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: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(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: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 777398.0648, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8325, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5646,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9153, kappa: 0.89, kb_relative_information_score: 852638.515, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9158, predictive_accuracy: 0.9151, prior_entropy: 2.3219, recall: 0.9151, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.3968,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.914, kappa: 0.8884, kb_relative_information_score: 852621.1008, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.9139, prior_entropy: 2.3219, recall: 0.9139, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.3979,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874619.037, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8897, kappa: 0.8577, kb_relative_information_score: 874620.1757, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, recall: 0.8899, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5247,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8691, kappa: 0.831, kb_relative_information_score: 851288.1624, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8692, predictive_accuracy: 0.8694, prior_entropy: 2.3219, recall: 0.8694, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.5714,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8865, kappa: 0.8536, kb_relative_information_score: 871047.1017, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.887, predictive_accuracy: 0.8867, prior_entropy: 2.3219, recall: 0.8867, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.5321,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874563.2433, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874539.3317, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8881, kappa: 0.8557, kb_relative_information_score: 872837.0546, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8886, predictive_accuracy: 0.8883, prior_entropy: 2.3219, recall: 0.8883, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5284,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8879, kappa: 0.8554, kb_relative_information_score: 872577.4432, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8884, predictive_accuracy: 0.8881, prior_entropy: 2.3219, recall: 0.8881, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2116, root_relative_squared_error: 0.5289,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8836, kappa: 0.8486, kb_relative_information_score: 801922.3478, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8847, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.2669, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4617,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 874565.5206, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.5248,

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 RandomRBF_0_0 (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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