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Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 995824.4711, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0129,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9494, kappa: 0.8853, kb_relative_information_score: 865192.1743, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.3831,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9494, kappa: 0.8853, kb_relative_information_score: 865192.1743, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.3831,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.8675, kappa: 0.1458, kb_relative_information_score: 250586.82, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4599,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 552669.4111, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.4649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.7397,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7343, kappa: 0.4008, kb_relative_information_score: 12968.4253, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7379, predictive_accuracy: 0.7457, prior_entropy: 1, recall: 0.7457, relative_absolute_error: 0.7008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.8332,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.986, kappa: 0.9825, kb_relative_information_score: 982534.0098, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.986, predictive_accuracy: 0.986, prior_entropy: 2.585, recall: 0.986, relative_absolute_error: 0.0246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0596, root_relative_squared_error: 0.1598,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.7642, kappa: 0.711, kb_relative_information_score: 720670.1377, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.6073,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 995824.4711, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0129,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8788, kappa: 0.7548, kb_relative_information_score: 675871.4763, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8788, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.6125,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9999, kappa: 0.9997, kb_relative_information_score: 119389.7423, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0358,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.8249, kappa: 0.7859, kb_relative_information_score: 798105.6299, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.824, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.582,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9433, kappa: 0.8613, kb_relative_information_score: 932162.6154, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9425, predictive_accuracy: 0.9449, prior_entropy: 2.585, recall: 0.9449, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3214,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9424, kappa: 0.8736, kb_relative_information_score: 843228.7732, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9424, predictive_accuracy: 0.9426, prior_entropy: 1, recall: 0.9426, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.4337,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9032, kappa: 0.8193, kb_relative_information_score: 857326.5318, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9035, predictive_accuracy: 0.9036, prior_entropy: 2, recall: 0.9036, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4458,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) 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: 0.7643, kappa: 0.4217, kb_relative_information_score: 431870.1665, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7647, predictive_accuracy: 0.7753, prior_entropy: 1, recall: 0.7753, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8028,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 393116.6638, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.1513,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8802, kappa: 0.7571, kb_relative_information_score: 682313.8475, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8802, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.6098,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.6481, kappa: 0.5478, kb_relative_information_score: 532424.5331, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6456, predictive_accuracy: 0.6608, prior_entropy: 2, recall: 0.6608, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7883,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.8249, kappa: 0.7859, kb_relative_information_score: 798105.6299, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.824, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.582,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.7642, kappa: 0.711, kb_relative_information_score: 720670.1377, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.6073,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9466, kappa: 0.8685, kb_relative_information_score: 934335.7932, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.946, predictive_accuracy: 0.9479, prior_entropy: 2.585, recall: 0.9479, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3159,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.5259, kappa: 0.265, kb_relative_information_score: 12807.7778, mean_absolute_error: 0.3764, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5255, predictive_accuracy: 0.5264, prior_entropy: 1.585, recall: 0.5264, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9336,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 688967.9497, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.743, prior_entropy: 2.585, recall: 0.743, relative_absolute_error: 0.3877, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.655,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8894, kappa: 0.8574, kb_relative_information_score: 859692.1652, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.4469,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.8062, kappa: 0.6105, kb_relative_information_score: 529250.4941, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8063, predictive_accuracy: 0.8064, prior_entropy: 1, recall: 0.8064, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7773,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9494, kappa: 0.8853, kb_relative_information_score: 865192.1743, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.3831,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9999, kappa: 0.9997, kb_relative_information_score: 119389.7423, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0358,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8832, kappa: 0.7518, kb_relative_information_score: 653399.7748, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3783, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.6489,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.8249, kappa: 0.7859, kb_relative_information_score: 798105.6299, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.824, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.582,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.7642, kappa: 0.711, kb_relative_information_score: 720670.1377, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.6073,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 897245.2851, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4201,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 838462.0598, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4807,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 533728.1219, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.1186, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3579,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.7593, kappa: 0.5802, kb_relative_information_score: 649663.8139, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7591, predictive_accuracy: 0.7688, prior_entropy: 3.3219, recall: 0.7688, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.6052,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722531.6612, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.6984,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 894151.2358, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.4068,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8896, kappa: 0.8576, kb_relative_information_score: 859936.9805, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8898, prior_entropy: 2.3219, recall: 0.8898, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.4465,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850710.7924, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.882, kappa: 0.7493, kb_relative_information_score: 705518.7742, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8831, prior_entropy: 1, recall: 0.8831, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6639,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1239741.6392, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4998,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 844107.5314, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4328,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 932211.0943, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3215,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 856383.2753, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 688968.4824, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.743, prior_entropy: 2.585, recall: 0.743, relative_absolute_error: 0.3877, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.655,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 251955.8283, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4597,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9156, kappa: 0.9065, kb_relative_information_score: 910722.9406, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9156, predictive_accuracy: 0.9158, prior_entropy: 3.3219, recall: 0.9158, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.4164,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 858941.1156, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.4189,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8928, kappa: 0.8616, kb_relative_information_score: 863810.6469, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 2.3219, recall: 0.893, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.4407,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 12824.6579, mean_absolute_error: 0.3762, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.8465, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9345,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.8068, kappa: 0.5589, kb_relative_information_score: 552689.6587, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8136, prior_entropy: 1, recall: 0.8136, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7397,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.7646, kappa: 0.4227, kb_relative_information_score: 434343.6739, mean_absolute_error: 0.2963, 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: 0.5927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8012,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972492.7007, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.1889,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 909980.0229, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4097,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.5949, kappa: 0.19, kb_relative_information_score: 192937.0257, mean_absolute_error: 0.4107, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7131, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.8213, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4533, root_relative_squared_error: 0.9065,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9393, kappa: 0.8786, kb_relative_information_score: 827771.7568, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 1, recall: 0.9393, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.4374,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 118453.4083, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.3448,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 786602.1194, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5389,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.7092, kappa: 0.6806, kb_relative_information_score: 691623.6997, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.709, predictive_accuracy: 0.7096, prior_entropy: 3.4594, recall: 0.7096, relative_absolute_error: 0.4399, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.6706,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.8164, kappa: 0.623, kb_relative_information_score: 25710.2084, mean_absolute_error: 0.2242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8167, predictive_accuracy: 0.8173, prior_entropy: 1, recall: 0.8173, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3778, root_relative_squared_error: 0.7557,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 865559.4335, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.4389,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.8743, kappa: 0.7328, kb_relative_information_score: 666718.4976, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.3543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6794,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 558166.4947, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5944, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.8178,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8787, kappa: 0.7541, kb_relative_information_score: 683142.8176, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.3368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.6133,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9861, kappa: 0.9826, kb_relative_information_score: 982606.9716, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.986, predictive_accuracy: 0.9861, prior_entropy: 2.585, recall: 0.9861, relative_absolute_error: 0.0245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.1594,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 843539.6191, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4793,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8405, kappa: 0.8229, kb_relative_information_score: 850669.9084, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8407, predictive_accuracy: 0.8406, prior_entropy: 3.3219, recall: 0.8406, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.152, root_relative_squared_error: 0.5067,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8773, kappa: 0.7517, kb_relative_information_score: 673926.2339, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8773, predictive_accuracy: 0.8773, prior_entropy: 1, recall: 0.8773, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6189,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.8155, kappa: 0.7955, kb_relative_information_score: 810390.7892, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8155, predictive_accuracy: 0.816, prior_entropy: 3.3219, recall: 0.816, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.5627,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.872, kappa: 0.8087, kb_relative_information_score: 789895.8235, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8725, prior_entropy: 1.585, recall: 0.8725, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5441,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.7343, kappa: 0.4007, kb_relative_information_score: 12952.5536, mean_absolute_error: 0.3505, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7382, predictive_accuracy: 0.746, prior_entropy: 1, recall: 0.746, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.8319,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8754, f_measure: 0.8384, kappa: 0.5471, kb_relative_information_score: 29644.8277, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8366, predictive_accuracy: 0.8421, prior_entropy: 1, recall: 0.8421, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3408, root_relative_squared_error: 0.6816,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 678327.5429, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6852,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9506, kappa: 0.9011, kb_relative_information_score: 863654.6029, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9513, predictive_accuracy: 0.9506, prior_entropy: 1, recall: 0.9506, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.4031,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 916228.7355, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.3542,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.7643, kappa: 0.7109, kb_relative_information_score: 720624.7622, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7677, predictive_accuracy: 0.7758, prior_entropy: 2.585, recall: 0.7758, relative_absolute_error: 0.3637, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.6074,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7118, f_measure: 0.6617, kappa: 0.3167, kb_relative_information_score: 133090.1081, mean_absolute_error: 0.3851, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6734, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.7702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.472, root_relative_squared_error: 0.944,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 995824.4711, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0129,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.5585, kappa: 0.44, kb_relative_information_score: 462869.4393, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8679,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 883020.4135, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.2224,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.7818, kappa: 0.7543, kb_relative_information_score: 752489.5113, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7812, predictive_accuracy: 0.7833, prior_entropy: 3.1699, recall: 0.7833, relative_absolute_error: 0.3438, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.5988,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8696, kappa: 0.8052, kb_relative_information_score: 789935.0181, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.87, predictive_accuracy: 0.8701, prior_entropy: 1.585, recall: 0.8701, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.5513,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8218, kappa: 0.782, kb_relative_information_score: 796889.4966, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8238, prior_entropy: 2.585, recall: 0.8238, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.5844,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8016, kappa: 0.6012, kb_relative_information_score: 572604.884, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.807, predictive_accuracy: 0.8009, prior_entropy: 1, recall: 0.8009, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.743,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 910364.3877, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.408,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.8442, kappa: 0.6896, kb_relative_information_score: 67133.0384, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8503, predictive_accuracy: 0.8448, prior_entropy: 1, recall: 0.8448, relative_absolute_error: 0.3202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7687,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9221, kappa: 0.8753, kb_relative_information_score: 533558.7322, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.3626,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.919, kappa: 0.838, kb_relative_information_score: 898524.2336, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.919, predictive_accuracy: 0.919, prior_entropy: 2.3219, recall: 0.919, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.4272,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.7372, kappa: 0.7082, kb_relative_information_score: 711671.6097, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7373, predictive_accuracy: 0.7374, prior_entropy: 3.3219, recall: 0.7374, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6753,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9154, kappa: 0.9062, kb_relative_information_score: 910750.741, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9156, prior_entropy: 3.3219, recall: 0.9156, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.4156,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8455, kappa: 0.7418, kb_relative_information_score: 1240586.6614, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8471, predictive_accuracy: 0.8488, prior_entropy: 3.3219, recall: 0.8488, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8784, kappa: 0.7594, kb_relative_information_score: 843848.7966, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8801, prior_entropy: 2.3219, recall: 0.8801, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.4776,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 786598.7936, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.5389,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850707.6093, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9128, kappa: 0.7301, kb_relative_information_score: 768526.4406, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9123, predictive_accuracy: 0.9147, prior_entropy: 1, recall: 0.9147, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5126,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.7902, kappa: 0.7637, kb_relative_information_score: 762254.7096, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7897, predictive_accuracy: 0.7916, prior_entropy: 3.1699, recall: 0.7916, relative_absolute_error: 0.3304, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.5877,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 934895.5596, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.111, root_relative_squared_error: 0.222,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8439, kappa: 0.689, kb_relative_information_score: 66763.834, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8497, predictive_accuracy: 0.8445, prior_entropy: 1, recall: 0.8445, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.7681,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.6494, kappa: 0.5486, kb_relative_information_score: 534671.9026, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7877,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 769933.0216, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.511,