Task
Supervised Data Stream Classification on BNG(spambase)

Supervised Data Stream Classification on BNG(spambase)

Task 175 Supervised Data Stream Classification BNG(spambase) 214 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11
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Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5948, kappa: 0.1904, kb_relative_information_score: 330072, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7158, predictive_accuracy: 0.665, prior_entropy: 1, recall: 0.665, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1575,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5799, f_measure: 0.5963, kappa: 0.1823, kb_relative_information_score: 315314, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6781, predictive_accuracy: 0.6577, prior_entropy: 1, recall: 0.6577, relative_absolute_error: 0.6847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5851, root_relative_squared_error: 1.1702,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.5948, kappa: 0.175, kb_relative_information_score: 305948, mean_absolute_error: 0.347, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6635, predictive_accuracy: 0.653, prior_entropy: 1, recall: 0.653, relative_absolute_error: 0.6941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5891, root_relative_squared_error: 1.1782,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5992, kappa: 0.1862, kb_relative_information_score: 317176, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6773, predictive_accuracy: 0.6586, prior_entropy: 1, recall: 0.6586, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5843, root_relative_squared_error: 1.1686,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5942, kappa: 0.189, kb_relative_information_score: 328902, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7142, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1585,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5944, kappa: 0.1894, kb_relative_information_score: 328980, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7137, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5792, root_relative_squared_error: 1.1585,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5945, kappa: 0.1893, kb_relative_information_score: 328830, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.713, predictive_accuracy: 0.6644, prior_entropy: 1, recall: 0.6644, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1586,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5946, kappa: 0.1893, kb_relative_information_score: 328766, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7128, predictive_accuracy: 0.6644, prior_entropy: 1, recall: 0.6644, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5944, kappa: 0.1894, kb_relative_information_score: 329208, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7145, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1583,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5944, kappa: 0.1896, kb_relative_information_score: 329376, mean_absolute_error: 0.3353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7148, predictive_accuracy: 0.6647, prior_entropy: 1, recall: 0.6647, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1581,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5945, kappa: 0.1896, kb_relative_information_score: 329308, mean_absolute_error: 0.3353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7144, predictive_accuracy: 0.6647, prior_entropy: 1, recall: 0.6647, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5824, f_measure: 0.5947, kappa: 0.1903, kb_relative_information_score: 330086, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.665, prior_entropy: 1, recall: 0.665, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1575,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5807, f_measure: 0.597, kappa: 0.1841, kb_relative_information_score: 317142, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6806, predictive_accuracy: 0.6586, prior_entropy: 1, recall: 0.6586, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5843, root_relative_squared_error: 1.1686,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5898, kappa: 0.1644, kb_relative_information_score: 296564, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.654, predictive_accuracy: 0.6483, prior_entropy: 1, recall: 0.6483, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5931, root_relative_squared_error: 1.1861,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.59, kappa: 0.1823, kb_relative_information_score: 324332, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7122, predictive_accuracy: 0.6622, prior_entropy: 1, recall: 0.6622, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1625,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.5902, kappa: 0.1825, kb_relative_information_score: 324448, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7121, predictive_accuracy: 0.6622, prior_entropy: 1, recall: 0.6622, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1624,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330322, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7169, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1896, kb_relative_information_score: 329614, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5944, kappa: 0.1898, kb_relative_information_score: 329682, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5789, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330314, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.5945, kappa: 0.1901, kb_relative_information_score: 330044, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7165, predictive_accuracy: 0.665, prior_entropy: 1, recall: 0.665, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1575,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5943, kappa: 0.1899, kb_relative_information_score: 329906, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7166, predictive_accuracy: 0.665, prior_entropy: 1, recall: 0.665, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1577,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5948, kappa: 0.1905, kb_relative_information_score: 330256, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7163, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1574,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 330318, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, recall: 0.6652, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1573,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5824, f_measure: 0.5946, kappa: 0.1903, kb_relative_information_score: 330140, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7165, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.1575,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5943, kappa: 0.1897, kb_relative_information_score: 329610, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7158, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.5947, kappa: 0.19, kb_relative_information_score: 329654, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5789, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5944, kappa: 0.1899, kb_relative_information_score: 329876, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7163, predictive_accuracy: 0.6649, prior_entropy: 1, recall: 0.6649, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1577,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5938, kappa: 0.1889, kb_relative_information_score: 329072, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5792, root_relative_squared_error: 1.1584,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5945, kappa: 0.1896, kb_relative_information_score: 329296, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7143, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5945, kappa: 0.1896, kb_relative_information_score: 327507.117, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7143, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5767, root_relative_squared_error: 1.1534,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.584, f_measure: 0.5935, kappa: 0.1891, kb_relative_information_score: 325107.7386, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.6649, prior_entropy: 1, recall: 0.6649, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5756, root_relative_squared_error: 1.1513,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, f_measure: 0.5939, kappa: 0.1897, kb_relative_information_score: 321577.2073, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1454,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.5935, kappa: 0.1893, kb_relative_information_score: 316323.6316, mean_absolute_error: 0.3434, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7198, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5651, root_relative_squared_error: 1.1302,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5934, kappa: 0.1892, kb_relative_information_score: 307723.4112, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7198, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5662, root_relative_squared_error: 1.1324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.5873, kappa: 0.1806, kb_relative_information_score: 297143.1889, mean_absolute_error: 0.3542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7227, predictive_accuracy: 0.6626, prior_entropy: 1, recall: 0.6626, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.568, root_relative_squared_error: 1.1359,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.5873, kappa: 0.1806, kb_relative_information_score: 295889.0162, mean_absolute_error: 0.3548, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7227, predictive_accuracy: 0.6626, prior_entropy: 1, recall: 0.6626, relative_absolute_error: 0.7097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5682, root_relative_squared_error: 1.1364,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5915, f_measure: 0.5872, kappa: 0.1805, kb_relative_information_score: 307127.2605, mean_absolute_error: 0.3488, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7231, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5662, root_relative_squared_error: 1.1324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.5935, kappa: 0.1893, kb_relative_information_score: 316110.8181, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7198, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.565, root_relative_squared_error: 1.13,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.585, f_measure: 0.5908, kappa: 0.1857, kb_relative_information_score: 321491.5582, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7217, predictive_accuracy: 0.6642, prior_entropy: 1, recall: 0.6642, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1454,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5935, kappa: 0.1891, kb_relative_information_score: 325070.1826, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.6649, prior_entropy: 1, recall: 0.6649, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5756, root_relative_squared_error: 1.1513,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5839, f_measure: 0.5893, kappa: 0.1833, kb_relative_information_score: 327493, mean_absolute_error: 0.3363, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7216, predictive_accuracy: 0.6634, prior_entropy: 1, recall: 0.6634, relative_absolute_error: 0.6725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5767, root_relative_squared_error: 1.1534,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5945, kappa: 0.1896, kb_relative_information_score: 329296, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7143, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1895, kb_relative_information_score: 329608, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5938, kappa: 0.1889, kb_relative_information_score: 329096, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5792, root_relative_squared_error: 1.1584,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1895, kb_relative_information_score: 329588, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1896, kb_relative_information_score: 329612, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5901, kappa: 0.183, kb_relative_information_score: 325336, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5808, root_relative_squared_error: 1.1616,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1895, kb_relative_information_score: 329588, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1892, kb_relative_information_score: 329402, mean_absolute_error: 0.3353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6647, prior_entropy: 1, recall: 0.6647, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1581,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.5942, kappa: 0.1895, kb_relative_information_score: 329588, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7161, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.5713, kappa: 0.1541, kb_relative_information_score: 167644.0619, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7099, predictive_accuracy: 0.6533, prior_entropy: 1, recall: 0.6533, relative_absolute_error: 0.8479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9205,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1891, kb_relative_information_score: 329220, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7154, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1583,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1892, kb_relative_information_score: 329240, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7154, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.5948, kappa: 0.1904, kb_relative_information_score: 330086, mean_absolute_error: 0.335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7159, predictive_accuracy: 0.665, prior_entropy: 1, recall: 0.665, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1575,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.594, kappa: 0.1892, kb_relative_information_score: 329240, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7154, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.59, kappa: 0.1823, kb_relative_information_score: 324332, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7122, predictive_accuracy: 0.6622, prior_entropy: 1, recall: 0.6622, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1625,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.5906, kappa: 0.1833, kb_relative_information_score: 325004, mean_absolute_error: 0.3375, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7125, predictive_accuracy: 0.6625, prior_entropy: 1, recall: 0.6625, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5809, root_relative_squared_error: 1.1619,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.5906, kappa: 0.1833, kb_relative_information_score: 325004, mean_absolute_error: 0.3375, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7125, predictive_accuracy: 0.6625, prior_entropy: 1, recall: 0.6625, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5809, root_relative_squared_error: 1.1619,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5901, kappa: 0.183, kb_relative_information_score: 325328, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5808, root_relative_squared_error: 1.1616,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.587, kappa: 0.1804, kb_relative_information_score: 287999.8621, mean_absolute_error: 0.3587, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7236, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.7174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5676, root_relative_squared_error: 1.1352,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5869, kappa: 0.1804, kb_relative_information_score: 303692.2536, mean_absolute_error: 0.3506, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7243, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5642, root_relative_squared_error: 1.1284,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.5948, kappa: 0.1901, kb_relative_information_score: 328080.6388, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7145, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5764, root_relative_squared_error: 1.1529,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5937, f_measure: 0.5946, kappa: 0.1906, kb_relative_information_score: 316818.4252, mean_absolute_error: 0.3426, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.718, predictive_accuracy: 0.6653, prior_entropy: 1, recall: 0.6653, relative_absolute_error: 0.6852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5627, root_relative_squared_error: 1.1255,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5929, f_measure: 0.5946, kappa: 0.1906, kb_relative_information_score: 304468.81, mean_absolute_error: 0.3502, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7181, predictive_accuracy: 0.6653, prior_entropy: 1, recall: 0.6653, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5641, root_relative_squared_error: 1.1283,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5923, f_measure: 0.587, kappa: 0.1804, kb_relative_information_score: 289622.4676, mean_absolute_error: 0.3579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7236, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.7159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5672, root_relative_squared_error: 1.1343,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5936, f_measure: 0.5946, kappa: 0.1906, kb_relative_information_score: 316516.967, mean_absolute_error: 0.3427, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.718, predictive_accuracy: 0.6653, prior_entropy: 1, recall: 0.6653, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5627, root_relative_squared_error: 1.1253,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.5899, kappa: 0.1843, kb_relative_information_score: 328067, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7218, predictive_accuracy: 0.6637, prior_entropy: 1, recall: 0.6637, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5765, root_relative_squared_error: 1.1529,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.5946, kappa: 0.1898, kb_relative_information_score: 329454, mean_absolute_error: 0.3353, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7146, predictive_accuracy: 0.6647, prior_entropy: 1, recall: 0.6647, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1581,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.5947, kappa: 0.1901, kb_relative_information_score: 329672, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5789, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5824, f_measure: 0.5948, kappa: 0.1901, kb_relative_information_score: 329622, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7146, predictive_accuracy: 0.6648, prior_entropy: 1, recall: 0.6648, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.579, root_relative_squared_error: 1.1579,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.5925, kappa: 0.1857, kb_relative_information_score: 195092.7675, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7104, predictive_accuracy: 0.663, prior_entropy: 1, recall: 0.663, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9079,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.5925, kappa: 0.1857, kb_relative_information_score: 195092.7675, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7104, predictive_accuracy: 0.663, prior_entropy: 1, recall: 0.663, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9079,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.5925, kappa: 0.1857, kb_relative_information_score: 195092.7675, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7104, predictive_accuracy: 0.663, prior_entropy: 1, recall: 0.663, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9079,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.5817, kappa: 0.167, kb_relative_information_score: 177948.9606, mean_absolute_error: 0.4184, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7003, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4581, root_relative_squared_error: 0.9162,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.5216, kappa: -0.0019, kb_relative_information_score: 43120, mean_absolute_error: 0.4784, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5216, predictive_accuracy: 0.5216, prior_entropy: 1, recall: 0.5216, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6917, root_relative_squared_error: 1.3834,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.4573, kappa: -0, kb_relative_information_score: 58951.9755, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.446, predictive_accuracy: 0.6059, prior_entropy: 1, recall: 0.6059, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4887, root_relative_squared_error: 0.9773,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6543, f_measure: 0.5839, kappa: 0.166, kb_relative_information_score: 170523.2494, mean_absolute_error: 0.4225, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6839, predictive_accuracy: 0.654, prior_entropy: 1, recall: 0.654, relative_absolute_error: 0.845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4599, root_relative_squared_error: 0.9199,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5805, kappa: 0.1615, kb_relative_information_score: 305848, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6853, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5891, root_relative_squared_error: 1.1783,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.4821, kappa: 0.0297, kb_relative_information_score: 83458.1946, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6771, predictive_accuracy: 0.6145, prior_entropy: 1, recall: 0.6145, relative_absolute_error: 0.9331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4788, root_relative_squared_error: 0.9577,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5049, f_measure: 0.4683, kappa: 0.0119, kb_relative_information_score: 218026, mean_absolute_error: 0.391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6438, predictive_accuracy: 0.609, prior_entropy: 1, recall: 0.609, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6253, root_relative_squared_error: 1.2506,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6401, f_measure: 0.5777, kappa: 0.1606, kb_relative_information_score: 182564.7008, mean_absolute_error: 0.4146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6976, predictive_accuracy: 0.6541, prior_entropy: 1, recall: 0.6541, relative_absolute_error: 0.8293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4638, root_relative_squared_error: 0.9276,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5762, f_measure: 0.5138, kappa: 0.0688, kb_relative_information_score: 104754.8957, mean_absolute_error: 0.4544, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6744, predictive_accuracy: 0.6256, prior_entropy: 1, recall: 0.6256, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4768, root_relative_squared_error: 0.9535,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5942, kappa: 0.1891, kb_relative_information_score: 328936, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7142, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1585,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5939, kappa: 0.1888, kb_relative_information_score: 328928, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.6711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1585,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5941, kappa: 0.1892, kb_relative_information_score: 329242, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7154, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5941, kappa: 0.1892, kb_relative_information_score: 329242, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7154, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.1582,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.59, kappa: 0.1823, kb_relative_information_score: 324332, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7122, predictive_accuracy: 0.6622, prior_entropy: 1, recall: 0.6622, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1625,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.5902, kappa: 0.1825, kb_relative_information_score: 324448, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7121, predictive_accuracy: 0.6622, prior_entropy: 1, recall: 0.6622, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1624,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.5906, kappa: 0.1833, kb_relative_information_score: 325004, mean_absolute_error: 0.3375, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7125, predictive_accuracy: 0.6625, prior_entropy: 1, recall: 0.6625, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5809, root_relative_squared_error: 1.1619,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, f_measure: 0.5901, kappa: 0.183, kb_relative_information_score: 325328, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5808, root_relative_squared_error: 1.1616,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.5901, kappa: 0.183, kb_relative_information_score: 192665.8081, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.8223, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4538, root_relative_squared_error: 0.9077,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4573, kb_relative_information_score: 211896, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3672, predictive_accuracy: 0.6059, prior_entropy: 1, recall: 0.6059, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6277, root_relative_squared_error: 1.2555,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.5885, kappa: 0.1816, kb_relative_information_score: 325244.3793, mean_absolute_error: 0.3374, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7191, predictive_accuracy: 0.6626, prior_entropy: 1, recall: 0.6626, relative_absolute_error: 0.6748, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5805, root_relative_squared_error: 1.161,
Joaquin Vanschoren 8 years ago
ran flow moa.StackingAttemptV2_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5824, f_measure: 0.5839, kappa: 0.1766, kb_relative_information_score: 314695.3053, mean_absolute_error: 0.3438, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6618, prior_entropy: 1, recall: 0.6618, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5788, root_relative_squared_error: 1.1575,

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(spambase) (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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