Task
Supervised Data Stream Classification on BNG(credit-g)

Supervised Data Stream Classification on BNG(credit-g)

Task 2156 Supervised Data Stream Classification BNG(credit-g) 204 runs submitted
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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(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7654, kappa: 0.4239, kb_relative_information_score: 554142, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6805, f_measure: 0.7526, kappa: 0.3923, kb_relative_information_score: 530182, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7529, predictive_accuracy: 0.7651, prior_entropy: 1, recall: 0.7651, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4847, root_relative_squared_error: 0.9693,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6474, f_measure: 0.7271, kappa: 0.3267, kb_relative_information_score: 489514, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.728, predictive_accuracy: 0.7448, prior_entropy: 1, recall: 0.7448, relative_absolute_error: 0.5105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5052, root_relative_squared_error: 1.0104,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6696, f_measure: 0.7335, kappa: 0.3539, kb_relative_information_score: 479442, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7303, predictive_accuracy: 0.7397, prior_entropy: 1, recall: 0.7397, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5102, root_relative_squared_error: 1.0204,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.7647, kappa: 0.423, kb_relative_information_score: 551064, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.765, predictive_accuracy: 0.7755, prior_entropy: 1, recall: 0.7755, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4738, root_relative_squared_error: 0.9476,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7646, kappa: 0.4227, kb_relative_information_score: 550850, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7649, predictive_accuracy: 0.7754, prior_entropy: 1, recall: 0.7754, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4739, root_relative_squared_error: 0.9478,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.7643, kappa: 0.4219, kb_relative_information_score: 550270, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7645, predictive_accuracy: 0.7751, prior_entropy: 1, recall: 0.7751, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4742, root_relative_squared_error: 0.9484,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7644, kappa: 0.4221, kb_relative_information_score: 550456, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7646, predictive_accuracy: 0.7752, prior_entropy: 1, recall: 0.7752, relative_absolute_error: 0.4495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4741, root_relative_squared_error: 0.9482,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7651, kappa: 0.4237, kb_relative_information_score: 552590, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7652, kappa: 0.4239, kb_relative_information_score: 552968, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.766, predictive_accuracy: 0.7765, prior_entropy: 1, recall: 0.7765, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9456,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7651, kappa: 0.4236, kb_relative_information_score: 552698, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7654, kappa: 0.4239, kb_relative_information_score: 554152, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4721, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.7583, kappa: 0.4071, kb_relative_information_score: 539042, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7582, predictive_accuracy: 0.7695, prior_entropy: 1, recall: 0.7695, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4801, root_relative_squared_error: 0.9602,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.7342, kappa: 0.3444, kb_relative_information_score: 501808, mean_absolute_error: 0.2491, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7355, predictive_accuracy: 0.7509, prior_entropy: 1, recall: 0.7509, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4228, kb_relative_information_score: 554084, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9444,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554124, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4156, kb_relative_information_score: 532362, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532342, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4836, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7651, kappa: 0.4234, kb_relative_information_score: 552770, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532348, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4836, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.7729, kappa: 0.4446, kb_relative_information_score: 564060, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7727, predictive_accuracy: 0.782, prior_entropy: 1, recall: 0.782, relative_absolute_error: 0.4359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4669, root_relative_squared_error: 0.9337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4156, kb_relative_information_score: 532366, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7583, kappa: 0.4121, kb_relative_information_score: 530678, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7653, prior_entropy: 1, recall: 0.7653, relative_absolute_error: 0.4693, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9688,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7641, kappa: 0.4219, kb_relative_information_score: 549374, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7641, predictive_accuracy: 0.7747, prior_entropy: 1, recall: 0.7747, relative_absolute_error: 0.4506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4747, root_relative_squared_error: 0.9493,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7651, kappa: 0.4235, kb_relative_information_score: 552658, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.7595, kappa: 0.4155, kb_relative_information_score: 532368, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7662, prior_entropy: 1, recall: 0.7662, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.9671,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6955, f_measure: 0.7651, kappa: 0.4235, kb_relative_information_score: 552622, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7646, kappa: 0.4223, kb_relative_information_score: 551690, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7652, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7647, kappa: 0.4226, kb_relative_information_score: 551688, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7653, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7647, kappa: 0.4226, kb_relative_information_score: 551688, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7653, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7647, kappa: 0.4226, kb_relative_information_score: 551688, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7653, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6954, f_measure: 0.7651, kappa: 0.4233, kb_relative_information_score: 552766, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7358, f_measure: 0.7651, kappa: 0.4235, kb_relative_information_score: 542450.2559, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4428, root_relative_squared_error: 0.8857,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7528, f_measure: 0.7671, kappa: 0.427, kb_relative_information_score: 532666.5221, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7695, predictive_accuracy: 0.7797, prior_entropy: 1, recall: 0.7797, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.8605,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7594, f_measure: 0.7665, kappa: 0.4252, kb_relative_information_score: 517539.8241, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7694, predictive_accuracy: 0.7796, prior_entropy: 1, recall: 0.7796, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.424, root_relative_squared_error: 0.848,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.7486, kappa: 0.3764, kb_relative_information_score: 504352.6517, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.763, predictive_accuracy: 0.7717, prior_entropy: 1, recall: 0.7717, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4226, root_relative_squared_error: 0.8452,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7649, f_measure: 0.7484, kappa: 0.376, kb_relative_information_score: 486917.8669, mean_absolute_error: 0.2602, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7636, predictive_accuracy: 0.7719, prior_entropy: 1, recall: 0.7719, relative_absolute_error: 0.5204, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8535,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.7194, kappa: 0.3037, kb_relative_information_score: 457599.1746, mean_absolute_error: 0.2781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.7574, prior_entropy: 1, recall: 0.7574, relative_absolute_error: 0.5562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.8463,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7517, f_measure: 0.7194, kappa: 0.3038, kb_relative_information_score: 444819.6101, mean_absolute_error: 0.2851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.7574, prior_entropy: 1, recall: 0.7574, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4245, root_relative_squared_error: 0.8491,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.761, f_measure: 0.695, kappa: 0.2467, kb_relative_information_score: 483986.8145, mean_absolute_error: 0.2616, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7522, predictive_accuracy: 0.7472, prior_entropy: 1, recall: 0.7472, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.8557,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.7486, kappa: 0.3764, kb_relative_information_score: 502895.8606, mean_absolute_error: 0.2522, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.763, predictive_accuracy: 0.7717, prior_entropy: 1, recall: 0.7717, relative_absolute_error: 0.5043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.8462,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.7374, kappa: 0.3479, kb_relative_information_score: 516563.5497, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7618, predictive_accuracy: 0.7672, prior_entropy: 1, recall: 0.7672, relative_absolute_error: 0.4895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8484,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7511, f_measure: 0.7671, kappa: 0.427, kb_relative_information_score: 532296.7314, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7695, predictive_accuracy: 0.7797, prior_entropy: 1, recall: 0.7797, relative_absolute_error: 0.4715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.8607,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.735, f_measure: 0.7524, kappa: 0.3862, kb_relative_information_score: 542319, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.767, predictive_accuracy: 0.7749, prior_entropy: 1, recall: 0.7749, relative_absolute_error: 0.4577, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4429, root_relative_squared_error: 0.8858,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6955, f_measure: 0.7651, kappa: 0.4235, kb_relative_information_score: 552622, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9459,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.765, kappa: 0.4233, kb_relative_information_score: 552766, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4472, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554126, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7647, kappa: 0.4226, kb_relative_information_score: 551688, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7653, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.695, f_measure: 0.7646, kappa: 0.4223, kb_relative_information_score: 551690, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7652, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7646, kappa: 0.4225, kb_relative_information_score: 551654, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7652, predictive_accuracy: 0.7758, prior_entropy: 1, recall: 0.7758, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.9469,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.765, kappa: 0.4233, kb_relative_information_score: 552728, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.765, kappa: 0.4233, kb_relative_information_score: 552734, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7654, kappa: 0.4239, kb_relative_information_score: 554142, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4228, kb_relative_information_score: 554088, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9444,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554128, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554128, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554130, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.7101, kappa: 0.2809, kb_relative_information_score: 429263.0761, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7449, predictive_accuracy: 0.751, prior_entropy: 1, recall: 0.751, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8651,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.6657, kappa: 0.1809, kb_relative_information_score: 486556.9334, mean_absolute_error: 0.2592, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7423, predictive_accuracy: 0.7335, prior_entropy: 1, recall: 0.7335, relative_absolute_error: 0.5184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4346, root_relative_squared_error: 0.8692,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.7651, kappa: 0.4235, kb_relative_information_score: 543279.8476, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4428, root_relative_squared_error: 0.8855,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.7604, kappa: 0.4077, kb_relative_information_score: 520858.0114, mean_absolute_error: 0.2421, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4299, root_relative_squared_error: 0.8597,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.7602, kappa: 0.4072, kb_relative_information_score: 490674.1525, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.5149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.433, root_relative_squared_error: 0.8661,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.7101, kappa: 0.2809, kb_relative_information_score: 447211.5119, mean_absolute_error: 0.2833, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7449, predictive_accuracy: 0.751, prior_entropy: 1, recall: 0.751, relative_absolute_error: 0.5666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7428, f_measure: 0.7604, kappa: 0.4077, kb_relative_information_score: 519645.7303, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.4854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.8603,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7354, f_measure: 0.7538, kappa: 0.3896, kb_relative_information_score: 543160, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7677, predictive_accuracy: 0.7757, prior_entropy: 1, recall: 0.7757, relative_absolute_error: 0.4568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4428, root_relative_squared_error: 0.8856,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.7652, kappa: 0.4239, kb_relative_information_score: 552714, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7652, kappa: 0.4239, kb_relative_information_score: 552984, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.766, predictive_accuracy: 0.7765, prior_entropy: 1, recall: 0.7765, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4728, root_relative_squared_error: 0.9455,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7651, kappa: 0.4236, kb_relative_information_score: 552722, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.7355, kappa: 0.3494, kb_relative_information_score: 357517.8565, mean_absolute_error: 0.3359, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7351, predictive_accuracy: 0.75, prior_entropy: 1, recall: 0.75, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.8286,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5798, kappa: -0.0002, kb_relative_information_score: 159512, mean_absolute_error: 0.4202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, recall: 0.5798, relative_absolute_error: 0.8405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6483, root_relative_squared_error: 1.2965,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5762, kappa: -0, kb_relative_information_score: 194722.3604, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, recall: 0.6998, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9167,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5748, kappa: -0.0002, kb_relative_information_score: 140680.2309, mean_absolute_error: 0.4297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5797, predictive_accuracy: 0.5703, prior_entropy: 1, recall: 0.5703, relative_absolute_error: 0.8593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6555, root_relative_squared_error: 1.311,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5737, kappa: -0.0003, kb_relative_information_score: 136884, mean_absolute_error: 0.4316, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5797, predictive_accuracy: 0.5684, prior_entropy: 1, recall: 0.5684, relative_absolute_error: 0.8631, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6569, root_relative_squared_error: 1.3139,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.5978, kappa: 0.0433, kb_relative_information_score: 195015.1033, mean_absolute_error: 0.4025, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.598, predictive_accuracy: 0.5975, prior_entropy: 1, recall: 0.5975, relative_absolute_error: 0.805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.634, root_relative_squared_error: 1.268,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5979, kappa: 0.0437, kb_relative_information_score: 195378, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5982, predictive_accuracy: 0.5977, prior_entropy: 1, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6343, root_relative_squared_error: 1.2686,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6032, f_measure: 0.6728, kappa: 0.2119, kb_relative_information_score: 354528, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6692, predictive_accuracy: 0.6773, prior_entropy: 1, recall: 0.6773, relative_absolute_error: 0.6455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.1362,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.6771, kappa: 0.201, kb_relative_information_score: 343787.6615, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7287, prior_entropy: 1, recall: 0.7287, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8497,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.7649, kappa: 0.423, kb_relative_information_score: 552554, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7657, predictive_accuracy: 0.7763, prior_entropy: 1, recall: 0.7763, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.946,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.7648, kappa: 0.4228, kb_relative_information_score: 552446, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7656, predictive_accuracy: 0.7762, prior_entropy: 1, recall: 0.7762, relative_absolute_error: 0.4476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4731, root_relative_squared_error: 0.9461,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.765, kappa: 0.4233, kb_relative_information_score: 552734, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.765, kappa: 0.4233, kb_relative_information_score: 552736, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7658, predictive_accuracy: 0.7764, prior_entropy: 1, recall: 0.7764, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9458,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4228, kb_relative_information_score: 554090, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9444,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554130, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554130, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6944, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 554138, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4722, root_relative_squared_error: 0.9443,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 432739.9865, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8012,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.6782, kappa: 0.2094, kb_relative_information_score: 480984, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7528, predictive_accuracy: 0.7405, prior_entropy: 1, recall: 0.7405, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5094, root_relative_squared_error: 1.0188,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.7101, kappa: 0.2809, kb_relative_information_score: 429263.0761, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7449, predictive_accuracy: 0.751, prior_entropy: 1, recall: 0.751, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8651,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5968, kappa: 0.0004, kb_relative_information_score: 312238, mean_absolute_error: 0.3439, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5801, predictive_accuracy: 0.6561, prior_entropy: 1, recall: 0.6561, relative_absolute_error: 0.6878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5864, root_relative_squared_error: 1.1728,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.697, kappa: 0.2516, kb_relative_information_score: 495082.6355, mean_absolute_error: 0.2533, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7543, predictive_accuracy: 0.7486, prior_entropy: 1, recall: 0.7486, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4686, root_relative_squared_error: 0.9371,

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(credit-g) (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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