Task
Supervised Data Stream Classification on BNG(page-blocks)

Supervised Data Stream Classification on BNG(page-blocks)

Task 2155 Supervised Data Stream Classification BNG(page-blocks) 286 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8624, kappa: 0.1065, kb_relative_information_score: 261932.7468, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8581, predictive_accuracy: 0.9009, prior_entropy: 2.3219, recall: 0.9009, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5569, f_measure: 0.8425, kappa: 0.1195, kb_relative_information_score: 245132.012, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8372, predictive_accuracy: 0.8509, prior_entropy: 2.3219, recall: 0.8509, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.6105,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.8109, kappa: 0.1579, kb_relative_information_score: 221491.4254, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8477, predictive_accuracy: 0.7806, prior_entropy: 2.3219, recall: 0.7806, relative_absolute_error: 0.2742, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.7406,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8664, kappa: 0.1381, kb_relative_information_score: 262520.2886, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8607, predictive_accuracy: 0.9027, prior_entropy: 2.3219, recall: 0.9027, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4933,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.542, f_measure: 0.8666, kappa: 0.1378, kb_relative_information_score: 262809.5049, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.865, predictive_accuracy: 0.9035, prior_entropy: 2.3219, recall: 0.9035, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4911,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5419, f_measure: 0.8666, kappa: 0.1378, kb_relative_information_score: 262816.3367, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8656, predictive_accuracy: 0.9035, prior_entropy: 2.3219, recall: 0.9035, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4911,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.542, f_measure: 0.8667, kappa: 0.1379, kb_relative_information_score: 262822.03, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8656, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.491,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.8669, kappa: 0.1432, kb_relative_information_score: 262585.1914, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4928,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5445, f_measure: 0.8675, kappa: 0.1454, kb_relative_information_score: 262921.0923, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.8675, kappa: 0.1449, kb_relative_information_score: 262919.9536, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8658, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.8678, kappa: 0.1479, kb_relative_information_score: 262965.4995, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.904, prior_entropy: 2.3219, recall: 0.904, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4899,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5355, f_measure: 0.8643, kappa: 0.1183, kb_relative_information_score: 262502.0702, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8634, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4935,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.8602, kappa: 0.119, kb_relative_information_score: 258936.9668, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8466, predictive_accuracy: 0.892, prior_entropy: 2.3219, recall: 0.892, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.5196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262363.1553, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1014, kb_relative_information_score: 262365.4326, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8632, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6011, f_measure: 0.8608, kappa: 0.2143, kb_relative_information_score: 252238.3072, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8511, predictive_accuracy: 0.8721, prior_entropy: 2.3219, recall: 0.8721, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.5655,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5226, f_measure: 0.8596, kappa: 0.0779, kb_relative_information_score: 262034.0863, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9012, prior_entropy: 2.3219, recall: 0.9012, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5246, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 262132.01, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8543, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.8624, kappa: 0.1002, kb_relative_information_score: 262380.235, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8729, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4944,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.519, f_measure: 0.8575, kappa: 0.0649, kb_relative_information_score: 261338.3731, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8597, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.5021,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.9019, kappa: 0.4346, kb_relative_information_score: 268934.2865, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8977, predictive_accuracy: 0.9217, prior_entropy: 2.3219, recall: 0.9217, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4423,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.8896, kappa: 0.3908, kb_relative_information_score: 260713.256, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8832, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.5068,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kappa: -0, kb_relative_information_score: 261002.4723, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5353, f_measure: 0.8524, kappa: 0.0986, kb_relative_information_score: 255123.6384, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.83, predictive_accuracy: 0.8807, prior_entropy: 2.3219, recall: 0.8807, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.5462,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.9023, kappa: 0.4336, kb_relative_information_score: 269882.7793, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9057, predictive_accuracy: 0.9246, prior_entropy: 2.3219, recall: 0.9246, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.4343,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.83, kappa: 0.132, kb_relative_information_score: 234399.1265, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8431, predictive_accuracy: 0.819, prior_entropy: 2.3219, recall: 0.819, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.6727,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kappa: -0, kb_relative_information_score: 261002.4723, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, f_measure: 0.8116, kappa: 0.0106, kb_relative_information_score: 231430.674, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.813, predictive_accuracy: 0.8102, prior_entropy: 2.3219, recall: 0.8102, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.6889,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5098, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 261281.4407, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8509, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5026,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 262622.7668, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4925,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5413, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 262577.2209, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8624, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.1215, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.4929,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kappa: 0.0001, kb_relative_information_score: 260997.9177, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8166, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2019, root_relative_squared_error: 0.5047,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.9023, kappa: 0.4344, kb_relative_information_score: 269817.8764, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9061, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4348,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.9023, kappa: 0.4344, kb_relative_information_score: 269819.0151, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9061, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4348,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.9013, kappa: 0.4277, kb_relative_information_score: 268944.5343, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8986, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.9013, kappa: 0.4277, kb_relative_information_score: 268944.5343, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8986, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.9013, kappa: 0.4278, kb_relative_information_score: 268945.6729, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8985, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262914.2604, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5497, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262797.8278, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4874,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.8575, kappa: 0.0596, kb_relative_information_score: 262414.0146, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8572, predictive_accuracy: 0.9008, prior_entropy: 2.3219, recall: 0.9008, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4889,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5535, f_measure: 0.8577, kappa: 0.0606, kb_relative_information_score: 262017.6391, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8577, predictive_accuracy: 0.9009, prior_entropy: 2.3219, recall: 0.9009, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4907,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.8528, kappa: 0.0225, kb_relative_information_score: 259808.5311, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8536, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4912,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5866, f_measure: 0.8527, kappa: 0.0216, kb_relative_information_score: 258127.2242, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8542, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4917,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.8562, kappa: 0.0487, kb_relative_information_score: 254726.8227, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.857, predictive_accuracy: 0.9004, prior_entropy: 2.3219, recall: 0.9004, relative_absolute_error: 0.1715, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4773,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.8534, kappa: 0.027, kb_relative_information_score: 255320.0611, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8548, predictive_accuracy: 0.8993, prior_entropy: 2.3219, recall: 0.8993, relative_absolute_error: 0.1664, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.4812,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5836, f_measure: 0.8506, kappa: 0.0054, kb_relative_information_score: 257920.0845, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8487, predictive_accuracy: 0.8983, prior_entropy: 2.3219, recall: 0.8983, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4923,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5672, f_measure: 0.8522, kappa: 0.0173, kb_relative_information_score: 259754.5996, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8542, predictive_accuracy: 0.8989, prior_entropy: 2.3219, recall: 0.8989, relative_absolute_error: 0.1371, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4926,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.8513, kappa: 0.0103, kb_relative_information_score: 262012.4827, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8554, predictive_accuracy: 0.8986, prior_entropy: 2.3219, recall: 0.8986, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4907,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.8575, kappa: 0.0591, kb_relative_information_score: 262410.806, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8571, predictive_accuracy: 0.9008, prior_entropy: 2.3219, recall: 0.9008, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4889,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5497, f_measure: 0.8565, kappa: 0.051, kb_relative_information_score: 262796.4945, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8569, predictive_accuracy: 0.9004, prior_entropy: 2.3219, recall: 0.9004, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4874,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.8674, kappa: 0.1447, kb_relative_information_score: 262914.2604, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8635, kappa: 0.1097, kb_relative_information_score: 262513.4567, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8752, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9023, kappa: 0.4345, kb_relative_information_score: 269817.8764, mean_absolute_error: 0.0303, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9061, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.4348,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.8635, kappa: 0.1097, kb_relative_information_score: 262513.4567, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8752, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.9013, kappa: 0.4278, kb_relative_information_score: 268945.6729, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8985, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4422,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.8634, kappa: 0.1094, kb_relative_information_score: 262504.3475, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.874, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.8634, kappa: 0.1094, kb_relative_information_score: 262504.3475, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.874, predictive_accuracy: 0.9026, prior_entropy: 2.3219, recall: 0.9026, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0832, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.546, f_measure: 0.868, kappa: 0.1495, kb_relative_information_score: 262990.5497, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.9041, prior_entropy: 2.3219, recall: 0.9041, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4898,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0832, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262136.5646, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8545, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262137.7032, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8546, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262137.7032, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8546, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.8581, kappa: 0.0652, kb_relative_information_score: 252374.6291, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8521, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4871,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5817, f_measure: 0.8526, kappa: 0.0207, kb_relative_information_score: 256109.0974, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8498, predictive_accuracy: 0.8989, prior_entropy: 2.3219, recall: 0.8989, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4984,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.8567, kappa: 0.054, kb_relative_information_score: 259110.7059, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8628, predictive_accuracy: 0.9003, prior_entropy: 2.3219, recall: 0.9003, relative_absolute_error: 0.1431, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4954,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5846, f_measure: 0.857, kappa: 0.0554, kb_relative_information_score: 256391.7842, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8619, predictive_accuracy: 0.9005, prior_entropy: 2.3219, recall: 0.9005, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8675, kappa: 0.1454, kb_relative_information_score: 262786.5698, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6517, f_measure: 0.8582, kappa: 0.0661, kb_relative_information_score: 253151.6586, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8599, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.194, root_relative_squared_error: 0.485,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, f_measure: 0.8566, kappa: 0.0522, kb_relative_information_score: 258924.8882, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8553, predictive_accuracy: 0.9004, prior_entropy: 2.3219, recall: 0.9004, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8557, kappa: 0.0443, kb_relative_information_score: 262784.5252, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8573, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8671, kappa: 0.1444, kb_relative_information_score: 262596.5779, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4927,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8671, kappa: 0.1444, kb_relative_information_score: 262596.5779, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4927,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.8676, kappa: 0.146, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1455, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.8652, kappa: 0.126, kb_relative_information_score: 262625.0441, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8632, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4925,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5246, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 262133.1486, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.8107, kappa: -0.0012, kb_relative_information_score: 231613.9962, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8107, predictive_accuracy: 0.8107, prior_entropy: 2.3219, recall: 0.8107, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6879,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.85, kb_relative_information_score: 244127.3691, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4861,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.7905, kappa: -0.0117, kb_relative_information_score: 219522.7308, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8087, predictive_accuracy: 0.7748, prior_entropy: 2.3219, recall: 0.7748, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.7504,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, f_measure: 0.7931, kappa: -0.0138, kb_relative_information_score: 221229.5366, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8084, predictive_accuracy: 0.7798, prior_entropy: 2.3219, recall: 0.7798, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7419,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.8294, kappa: 0.0585, kb_relative_information_score: 241506.7077, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.6315,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6011, f_measure: 0.8608, kappa: 0.2144, kb_relative_information_score: 252240.5845, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8511, predictive_accuracy: 0.8721, prior_entropy: 2.3219, recall: 0.8721, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.5655,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.8596, kappa: 0.078, kb_relative_information_score: 255076.6347, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.861, predictive_accuracy: 0.9012, prior_entropy: 2.3219, recall: 0.9012, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.466,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5476, f_measure: 0.8684, kappa: 0.1535, kb_relative_information_score: 263023.5705, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8649, predictive_accuracy: 0.9042, prior_entropy: 2.3219, recall: 0.9042, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4895,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262363.1553, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0833, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.8603, kappa: 0.0833, kb_relative_information_score: 262111.5143, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8764, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4964,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.8604, kappa: 0.084, kb_relative_information_score: 262136.5646, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8545, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5246, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 262133.1486, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4962,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 248970.5897, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.8581, kappa: 0.0652, kb_relative_information_score: 252374.6291, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8521, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4871,
Jan van Rijn 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.8624, kappa: 0.1002, kb_relative_information_score: 255660.8816, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8729, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4613,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7404, f_measure: 0.8632, kappa: 0.1077, kb_relative_information_score: 250495.7593, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8651, predictive_accuracy: 0.9025, prior_entropy: 2.3219, recall: 0.9025, relative_absolute_error: 0.1998, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,

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(page-blocks) (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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