OpenML

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7371, f_measure: 0.6837, kappa: 0.368, kb_relative_information_score: 31648.1865, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.6846, predictive_accuracy: 0.684, prior_entropy: 1, recall: 0.684, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4852, root_relative_squared_error: 0.9704,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set vehicle_sensIT

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.6814, kappa: 0.3633, kb_relative_information_score: 30978.6171, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.6822, predictive_accuracy: 0.6817, prior_entropy: 1, recall: 0.6817, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9776,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5764, f_measure: 0.5798, kappa: 0.1496, kb_relative_information_score: 85983.7016, mean_absolute_error: 0.4203, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, recall: 0.5798, relative_absolute_error: 0.8406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6457, root_relative_squared_error: 1.2915,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.9086, kappa: 0.7945, kb_relative_information_score: 367501.6247, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9087, predictive_accuracy: 0.9085, prior_entropy: 1, recall: 0.9085, relative_absolute_error: 0.2626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5508,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.5714, kappa: 0.1301, kb_relative_information_score: 153663.2845, mean_absolute_error: 0.4287, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.5714, predictive_accuracy: 0.5714, prior_entropy: 1, recall: 0.5714, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.654, root_relative_squared_error: 1.308,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5596, kappa: 0.001, kb_relative_information_score: 119280.5109, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5596, predictive_accuracy: 0.5596, prior_entropy: 1, recall: 0.5596, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6628, root_relative_squared_error: 1.3257,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9999, kappa: 0.9995, kb_relative_information_score: 999814.2057, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0094, root_relative_squared_error: 0.0189,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8591, kappa: 0.7143, kb_relative_information_score: 712031.6669, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8592, predictive_accuracy: 0.8593, prior_entropy: 1, recall: 0.8593, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Stagger3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 999898.236, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0067, root_relative_squared_error: 0.0134,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26830.4061, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61154.9109, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0167, prior_entropy: 2.8074, recall: 0.0167, relative_absolute_error: 1.1471, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5147,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5483, f_measure: 0.1019, kappa: 0.0897, kb_relative_information_score: 143301.3197, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.094, predictive_accuracy: 0.1804, prior_entropy: 3.3219, recall: 0.1804, relative_absolute_error: 0.9121, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4038, root_relative_squared_error: 1.3459,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5581, f_measure: 0.1249, kappa: 0.0937, kb_relative_information_score: 115160.1074, mean_absolute_error: 0.2695, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1178, predictive_accuracy: 0.1947, prior_entropy: 2.585, recall: 0.1947, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5108, root_relative_squared_error: 1.3707,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.1248, kappa: 0.0938, kb_relative_information_score: 112549.2347, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1187, predictive_accuracy: 0.1948, prior_entropy: 2.585, recall: 0.1948, relative_absolute_error: 0.9764, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5094, root_relative_squared_error: 1.3668,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5362, f_measure: 0.2879, kappa: 0.0531, kb_relative_information_score: 5943.1579, mean_absolute_error: 0.4361, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2614, predictive_accuracy: 0.351, prior_entropy: 1.585, recall: 0.351, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6262, root_relative_squared_error: 1.3284,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.8196, kappa: 0.6386, kb_relative_information_score: 566758.4019, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8198, prior_entropy: 1, recall: 0.8198, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7471,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.5563, kappa: 0.0011, kb_relative_information_score: 109920.7655, mean_absolute_error: 0.4454, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5535, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.8908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6477, root_relative_squared_error: 1.2954,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7739, kappa: 0.511, kb_relative_information_score: 478380.5045, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7734, predictive_accuracy: 0.7765, prior_entropy: 1, recall: 0.7765, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4165, root_relative_squared_error: 0.833,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.1101, kappa: 0.0995, kb_relative_information_score: 152873.8631, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1016, predictive_accuracy: 0.1898, prior_entropy: 3.3219, recall: 0.1898, relative_absolute_error: 0.9006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4023, root_relative_squared_error: 1.3409,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7268, f_measure: 0.8778, kappa: 0.3293, kb_relative_information_score: 260172.5108, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8589, predictive_accuracy: 0.8977, prior_entropy: 2.3219, recall: 0.8977, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4835,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.8007, kappa: 0.5972, kb_relative_information_score: 578959.6528, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8004, prior_entropy: 1, recall: 0.8004, relative_absolute_error: 0.4258, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.8231,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6284, f_measure: 0.6598, kappa: 0.1721, kb_relative_information_score: 300310.8151, mean_absolute_error: 0.3526, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6534, predictive_accuracy: 0.6701, prior_entropy: 1, recall: 0.6701, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5114, root_relative_squared_error: 1.0227,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.1135, kappa: 0.1028, kb_relative_information_score: 156540.583, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1052, predictive_accuracy: 0.1934, prior_entropy: 3.3219, recall: 0.1934, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4016, root_relative_squared_error: 1.3385,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, f_measure: 0.115, kappa: 0.101, kb_relative_information_score: 158356.0954, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1083, predictive_accuracy: 0.1949, prior_entropy: 3.3219, recall: 0.1949, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4009, root_relative_squared_error: 1.3364,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.5123, kappa: 0.0016, kb_relative_information_score: 25750.1552, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5126, predictive_accuracy: 0.512, prior_entropy: 1, recall: 0.512, relative_absolute_error: 0.9743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6833, root_relative_squared_error: 1.3666,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6811, f_measure: 0.3669, kappa: 0.3285, kb_relative_information_score: 414417.4115, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.343, predictive_accuracy: 0.4685, prior_entropy: 2.585, recall: 0.4685, relative_absolute_error: 0.6379, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1293,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5659, f_measure: 0.1401, kappa: 0.1088, kb_relative_information_score: 176977.1957, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1304, predictive_accuracy: 0.2367, prior_entropy: 2.8074, recall: 0.2367, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4627, root_relative_squared_error: 1.3222,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, f_measure: 0.9105, kappa: 0.051, kb_relative_information_score: 856791.5759, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.9335, prior_entropy: 1, recall: 0.9335, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.5007,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.778, kappa: 0.5583, kb_relative_information_score: 751145.5978, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.776, predictive_accuracy: 0.7802, prior_entropy: 2.3219, recall: 0.7802, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.27, root_relative_squared_error: 0.6749,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.8157, kappa: 0.6065, kb_relative_information_score: 791881.2459, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.8186, prior_entropy: 2.3219, recall: 0.8186, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.6138,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7054, f_measure: 0.6605, kappa: 0.3194, kb_relative_information_score: 278514.8455, mean_absolute_error: 0.365, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6616, predictive_accuracy: 0.6601, prior_entropy: 1, recall: 0.6601, relative_absolute_error: 0.73, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.009,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.5866, kappa: 0.1243, kb_relative_information_score: 184519.9145, mean_absolute_error: 0.4092, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5848, predictive_accuracy: 0.6004, prior_entropy: 1, recall: 0.6004, relative_absolute_error: 0.8184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6003, root_relative_squared_error: 1.2005,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.7825, kappa: 0.5653, kb_relative_information_score: 483073.9662, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7833, predictive_accuracy: 0.7826, prior_entropy: 1, recall: 0.7826, relative_absolute_error: 0.5336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.8151,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9528, kappa: 0.9005, kb_relative_information_score: 117584.7528, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9528, predictive_accuracy: 0.9528, prior_entropy: 1, recall: 0.9528, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4026,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11563.1134, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0294, prior_entropy: 4.2479, recall: 0.0294, relative_absolute_error: 1.0245, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4315,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8257, kappa: 0.6468, kb_relative_information_score: 619575.7756, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8258, predictive_accuracy: 0.826, prior_entropy: 1, recall: 0.826, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3763, root_relative_squared_error: 0.7526,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8762, kappa: 0.6237, kb_relative_information_score: 740214.3594, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8767, prior_entropy: 1, recall: 0.8767, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.6386,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5129, f_measure: 0.1823, kappa: 0.0193, kb_relative_information_score: 123375.5464, mean_absolute_error: 0.3657, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.2694, prior_entropy: 2, recall: 0.2694, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5821, root_relative_squared_error: 1.3442,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0519, kappa: 0.0178, kb_relative_information_score: 78117.8823, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0497, predictive_accuracy: 0.1071, prior_entropy: 3.4594, recall: 0.1071, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3994, root_relative_squared_error: 1.3893,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5501, f_measure: 0.8862, kappa: 0.0548, kb_relative_information_score: 892697.5514, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8601, predictive_accuracy: 0.9166, prior_entropy: 2, recall: 0.9166, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4648,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.8055, kappa: 0.5781, kb_relative_information_score: 531289.9703, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8059, predictive_accuracy: 0.8051, prior_entropy: 1, recall: 0.8051, relative_absolute_error: 0.485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7747,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6514, f_measure: 0.4086, kappa: 0.2498, kb_relative_information_score: 306519.7793, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3621, predictive_accuracy: 0.4996, prior_entropy: 1.585, recall: 0.4996, relative_absolute_error: 0.7647, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5549, root_relative_squared_error: 1.1771,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7405, f_measure: 0.4724, kappa: 0.4073, kb_relative_information_score: 537634.0623, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4393, predictive_accuracy: 0.5711, prior_entropy: 2.8074, recall: 0.5711, relative_absolute_error: 0.5049, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.9901,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.7511, kappa: 0.6643, kb_relative_information_score: 463144.9233, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7036, predictive_accuracy: 0.8129, prior_entropy: 2.8074, recall: 0.8129, relative_absolute_error: 0.2272, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6502,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8629, kappa: 0.7259, kb_relative_information_score: 839496.5015, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8631, predictive_accuracy: 0.863, prior_entropy: 2.3219, recall: 0.863, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.5329,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.872, kappa: 0.7441, kb_relative_information_score: 847238.5321, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8722, predictive_accuracy: 0.872, prior_entropy: 2.3219, recall: 0.872, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5176,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7277, kappa: 0.5464, kb_relative_information_score: 639278.7811, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7019, predictive_accuracy: 0.7565, prior_entropy: 3.3219, recall: 0.7565, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.676,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.8676, kappa: 0.7345, kb_relative_information_score: 652657.4048, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8679, predictive_accuracy: 0.8677, prior_entropy: 1, recall: 0.8677, relative_absolute_error: 0.3656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.6512,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448782.181, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.909, kappa: 0.8015, kb_relative_information_score: 761380.4674, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9092, predictive_accuracy: 0.9089, prior_entropy: 1, recall: 0.9089, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.5456,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.6529, kappa: 0.1545, kb_relative_information_score: 292058.6879, mean_absolute_error: 0.3558, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6474, predictive_accuracy: 0.6603, prior_entropy: 1, recall: 0.6603, relative_absolute_error: 0.7115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.0585,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, f_measure: 0.1164, kappa: 0.1061, kb_relative_information_score: 158541.7928, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1085, predictive_accuracy: 0.1953, prior_entropy: 3.3219, recall: 0.1953, relative_absolute_error: 0.8941, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4011, root_relative_squared_error: 1.3371,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.022, kb_relative_information_score: 20056.7042, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0122, predictive_accuracy: 0.1106, prior_entropy: 2.585, recall: 0.1106, relative_absolute_error: 1.0673, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.461,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.005, kappa: 0.0009, kb_relative_information_score: 27779.9165, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.004, predictive_accuracy: 0.0393, prior_entropy: 4.7004, recall: 0.0393, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2717, root_relative_squared_error: 1.413,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0054, kappa: 0.0011, kb_relative_information_score: 27936.9244, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0047, predictive_accuracy: 0.0394, prior_entropy: 4.7004, recall: 0.0394, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2717, root_relative_squared_error: 1.4131,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7968, kappa: 0.5926, kb_relative_information_score: 520803.0472, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7972, predictive_accuracy: 0.7971, prior_entropy: 1, recall: 0.7971, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.7929,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.0221, kappa: -0.0003, kb_relative_information_score: 18237.8096, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1087, prior_entropy: 2.585, recall: 0.1087, relative_absolute_error: 1.0696, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.46,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.7977, kappa: 0.5945, kb_relative_information_score: 522909.531, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7981, predictive_accuracy: 0.798, prior_entropy: 1, recall: 0.798, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7917,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0045, kappa: 0.0002, kb_relative_information_score: 27092.2574, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0035, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4136,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8386, kappa: 0.6765, kb_relative_information_score: 600233.8062, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8388, prior_entropy: 1, recall: 0.8388, relative_absolute_error: 0.4167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.7109,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8367, kappa: 0.6726, kb_relative_information_score: 591345.4804, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8369, prior_entropy: 1, recall: 0.8369, relative_absolute_error: 0.4263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.7167,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61041.593, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61039.4346, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.7465, kappa: 0.4919, kb_relative_information_score: 432314.2533, mean_absolute_error: 0.2901, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7471, predictive_accuracy: 0.747, prior_entropy: 1, recall: 0.747, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4419, root_relative_squared_error: 0.8838,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.0048, kappa: 0.0007, kb_relative_information_score: 27567.8172, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0038, predictive_accuracy: 0.0391, prior_entropy: 4.7004, recall: 0.0391, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4132,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kb_relative_information_score: -61039.4346, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61041.6472, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61043.7514, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0, kb_relative_information_score: 18705.6321, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1093, prior_entropy: 2.585, recall: 0.1093, relative_absolute_error: 1.069, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.4599,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0045, kappa: 0.0001, kb_relative_information_score: 27017.5407, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0036, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.022, kappa: 0, kb_relative_information_score: 18735.1833, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1093, prior_entropy: 2.585, recall: 0.1093, relative_absolute_error: 1.0689, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.4599,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0045, kappa: -0.0001, kb_relative_information_score: 26791.4734, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0035, predictive_accuracy: 0.0383, prior_entropy: 4.7004, recall: 0.0383, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4139,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0001, kb_relative_information_score: 18572.4032, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1092, prior_entropy: 2.585, recall: 0.1092, relative_absolute_error: 1.0692, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.4599,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.81, kappa: 0.6191, kb_relative_information_score: 547646.9217, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8104, predictive_accuracy: 0.8102, prior_entropy: 1, recall: 0.8102, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.7681,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61043.7514, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61043.7514, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0045, kappa: -0.0001, kb_relative_information_score: 26790.9019, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0035, predictive_accuracy: 0.0383, prior_entropy: 4.7004, recall: 0.0383, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4139,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.022, kappa: -0.0005, kb_relative_information_score: 18154.1366, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1087, prior_entropy: 2.585, recall: 0.1087, relative_absolute_error: 1.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.46,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.7225, kappa: 0.4436, kb_relative_information_score: 390886.1556, mean_absolute_error: 0.3101, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.723, predictive_accuracy: 0.723, prior_entropy: 1, recall: 0.723, relative_absolute_error: 0.6202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4612, root_relative_squared_error: 0.9224,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0221, kappa: -0.0004, kb_relative_information_score: 18147.1192, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1087, prior_entropy: 2.585, recall: 0.1087, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5442, root_relative_squared_error: 1.4601,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.0052, kappa: 0.0009, kb_relative_information_score: 27765.4811, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0044, predictive_accuracy: 0.0392, prior_entropy: 4.7004, recall: 0.0392, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4132,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0001, kb_relative_information_score: 18547.5906, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1091, prior_entropy: 2.585, recall: 0.1091, relative_absolute_error: 1.0692, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.544, root_relative_squared_error: 1.4598,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61045.9099, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,5)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61041.593, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146,

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