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Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 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,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, f_measure: 0.0932, kappa: 0.0777, kb_relative_information_score: 132682.4807, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0875, predictive_accuracy: 0.1699, prior_entropy: 3.3219, recall: 0.1699, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4059, root_relative_squared_error: 1.353,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.1252, kappa: 0.0173, kb_relative_information_score: 97394.5976, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1148, predictive_accuracy: 0.2014, prior_entropy: 2.3219, recall: 0.2014, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.545, root_relative_squared_error: 1.3625,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, f_measure: 0.1314, kappa: 0.0247, kb_relative_information_score: 103713.5257, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1213, predictive_accuracy: 0.2074, prior_entropy: 2.3219, recall: 0.2074, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5434, root_relative_squared_error: 1.3584,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, f_measure: 0.1314, kappa: 0.0251, kb_relative_information_score: 104490.3983, mean_absolute_error: 0.3173, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1212, predictive_accuracy: 0.2078, prior_entropy: 2.3219, recall: 0.2078, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.543, root_relative_squared_error: 1.3576,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8465, kappa: 0.6859, kb_relative_information_score: 31196.2506, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8465, predictive_accuracy: 0.8465, prior_entropy: 1, recall: 0.8465, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5465, f_measure: 0.1583, kappa: 0.0641, kb_relative_information_score: 138560.5838, mean_absolute_error: 0.3052, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1466, predictive_accuracy: 0.2402, prior_entropy: 2.3219, recall: 0.2402, relative_absolute_error: 0.9539, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.3348,
Jason 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: 0.519, f_measure: 0.3995, kappa: 0.0393, kb_relative_information_score: 44850.8992, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.3631, predictive_accuracy: 0.4499, prior_entropy: 2.8074, recall: 0.4499, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.1321,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7934, f_measure: 0.7553, kappa: 0.4852, kb_relative_information_score: 462671.2611, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7562, predictive_accuracy: 0.7546, prior_entropy: 1, recall: 0.7546, relative_absolute_error: 0.5477, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.8784,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5461, f_measure: 0.1591, kappa: 0.0639, kb_relative_information_score: 138620.8758, mean_absolute_error: 0.3051, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1474, predictive_accuracy: 0.2401, prior_entropy: 2.3219, recall: 0.2401, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5346, root_relative_squared_error: 1.3366,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.7416, kappa: 0.6081, kb_relative_information_score: 1147326.6247, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7066, predictive_accuracy: 0.7835, prior_entropy: 3.3219, recall: 0.7835, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.6556,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.7521, kappa: 0.4786, kb_relative_information_score: 456260.1688, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7531, predictive_accuracy: 0.7514, prior_entropy: 1, recall: 0.7514, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8835,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.6177, kappa: 0.1695, kb_relative_information_score: 279881.3592, mean_absolute_error: 0.357, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6208, predictive_accuracy: 0.6151, prior_entropy: 1, recall: 0.6151, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5113, root_relative_squared_error: 1.0226,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.0223, kappa: -0.0002, kb_relative_information_score: 18406.6491, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0126, predictive_accuracy: 0.1089, prior_entropy: 2.585, recall: 0.1089, relative_absolute_error: 1.0695, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5442, root_relative_squared_error: 1.4602,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0222, kappa: -0.0004, kb_relative_information_score: 18149.9853, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1086, prior_entropy: 2.585, recall: 0.1086, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5443, root_relative_squared_error: 1.4604,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos)
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,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.005, kappa: 0.0008, kb_relative_information_score: 27698.1374, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0043, 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: 1.4133,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(lymph)
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,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5196, f_measure: 0.2698, kappa: 0.023, kb_relative_information_score: 4472.0051, mean_absolute_error: 0.4489, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2449, predictive_accuracy: 0.3286, prior_entropy: 1.585, recall: 0.3286, relative_absolute_error: 1.01, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6312, root_relative_squared_error: 1.339,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.042, kappa: -0.0001, kb_relative_information_score: 21810.0627, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0334, predictive_accuracy: 0.1117, prior_entropy: 2.585, recall: 0.1117, relative_absolute_error: 1.0661, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5417, root_relative_squared_error: 1.4535,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5527, f_measure: 0.1168, kappa: 0.1052, kb_relative_information_score: 157751.5159, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1102, predictive_accuracy: 0.1946, prior_entropy: 3.3219, recall: 0.1946, relative_absolute_error: 0.8949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4013, root_relative_squared_error: 1.3378,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5268, f_measure: 0.5291, kappa: 0.0479, kb_relative_information_score: 55980.8647, mean_absolute_error: 0.4722, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5295, predictive_accuracy: 0.5288, prior_entropy: 1, recall: 0.5288, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6576, root_relative_squared_error: 1.3151,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.5539, kappa: 0.0009, kb_relative_information_score: 106392.05, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.553, predictive_accuracy: 0.5548, prior_entropy: 1, recall: 0.5548, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6535, root_relative_squared_error: 1.3071,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5407, f_measure: 0.0822, kappa: 0.0676, kb_relative_information_score: 124341.1703, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.073, predictive_accuracy: 0.1611, prior_entropy: 3.3219, recall: 0.1611, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.407, root_relative_squared_error: 1.3565,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5023, f_measure: 0.7945, kappa: -0.0113, kb_relative_information_score: 221062.1367, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8087, predictive_accuracy: 0.7822, prior_entropy: 2.3219, recall: 0.7822, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.285, root_relative_squared_error: 0.7126,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5038, f_measure: 0.5337, kappa: -0.0007, kb_relative_information_score: 68637.4213, mean_absolute_error: 0.4656, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5336, predictive_accuracy: 0.5339, prior_entropy: 1, recall: 0.5339, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6717, root_relative_squared_error: 1.3433,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(glass)
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
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5798, kappa: 0, kb_relative_information_score: 159587.3773, mean_absolute_error: 0.4202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5798, predictive_accuracy: 0.5798, prior_entropy: 1, recall: 0.5798, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6471, root_relative_squared_error: 1.2942,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.4994, kappa: -0.0013, kb_relative_information_score: 432344.4446, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4983, predictive_accuracy: 0.5005, prior_entropy: 2.3219, recall: 0.5005, relative_absolute_error: 0.6231, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4445, root_relative_squared_error: 1.1112,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6781, f_measure: 0.3608, kappa: 0.3195, kb_relative_information_score: 406177.1901, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3378, predictive_accuracy: 0.461, prior_entropy: 2.585, recall: 0.461, relative_absolute_error: 0.6476, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.1357,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.0963, kappa: 0.0811, kb_relative_information_score: 138799.8607, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0887, predictive_accuracy: 0.1766, prior_entropy: 3.3219, recall: 0.1766, relative_absolute_error: 0.9216, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.3389,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5026, f_measure: 0.5065, kappa: 0.0004, kb_relative_information_score: 13982.0984, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5065, predictive_accuracy: 0.5065, prior_entropy: 1, recall: 0.5065, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6997, root_relative_squared_error: 1.3994,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.6977, kappa: 0.3938, kb_relative_information_score: 357355.9616, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6985, predictive_accuracy: 0.6975, prior_entropy: 1, recall: 0.6975, relative_absolute_error: 0.6511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, f_measure: 0.5683, kappa: 0.0478, kb_relative_information_score: 5436.5144, mean_absolute_error: 0.4319, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5684, predictive_accuracy: 0.5683, prior_entropy: 1, recall: 0.5683, relative_absolute_error: 0.8638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5956, root_relative_squared_error: 1.1913,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.6344, kappa: -0.0042, kb_relative_information_score: 13127.7379, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6344, predictive_accuracy: 0.6344, prior_entropy: 1, recall: 0.6344, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.604, root_relative_squared_error: 1.2081,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.1615, kappa: 0.0007, kb_relative_information_score: 101625.3515, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1291, predictive_accuracy: 0.2553, prior_entropy: 2, recall: 0.2553, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6048, root_relative_squared_error: 1.3968,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.6711, kappa: 0.0018, kb_relative_information_score: 342223.8362, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6713, predictive_accuracy: 0.6708, prior_entropy: 1, recall: 0.6708, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5637, root_relative_squared_error: 1.1274,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5119, kappa: -0.0005, kb_relative_information_score: 23896.122, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5119, predictive_accuracy: 0.5119, prior_entropy: 1, recall: 0.5119, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6978, root_relative_squared_error: 1.3956,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.112, kappa: 0.1006, kb_relative_information_score: 153470.6116, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1048, predictive_accuracy: 0.1904, prior_entropy: 3.3219, recall: 0.1904, relative_absolute_error: 0.8997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4023, root_relative_squared_error: 1.3408,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.5767, kappa: 0.0699, kb_relative_information_score: 17109.1269, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5711, predictive_accuracy: 0.5873, prior_entropy: 1, recall: 0.5873, relative_absolute_error: 0.8624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5591, root_relative_squared_error: 1.1182,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, f_measure: 0.0443, kappa: 0.0127, kb_relative_information_score: 73375.4184, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0422, predictive_accuracy: 0.1025, prior_entropy: 3.4594, recall: 0.1025, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3997, root_relative_squared_error: 1.3902,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.2712, kappa: 0.002, kb_relative_information_score: 12425.1498, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2674, predictive_accuracy: 0.2968, prior_entropy: 3.7004, recall: 0.2968, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3287, root_relative_squared_error: 1.2335,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7403, f_measure: 0.4728, kappa: 0.4076, kb_relative_information_score: 537641.5525, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4399, predictive_accuracy: 0.5713, prior_entropy: 2.8074, recall: 0.5713, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.9905,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.4575, kappa: 0.3336, kb_relative_information_score: 385363.3203, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4061, predictive_accuracy: 0.5559, prior_entropy: 1.585, recall: 0.5559, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5284, root_relative_squared_error: 1.121,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6245, f_measure: 0.2986, kappa: 0.2535, kb_relative_information_score: 243076.3566, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.2623, predictive_accuracy: 0.425, prior_entropy: 2.585, recall: 0.425, relative_absolute_error: 0.6906, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4375, root_relative_squared_error: 1.1739,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.2073, kappa: 0.1723, kb_relative_information_score: 261906.257, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1802, predictive_accuracy: 0.3301, prior_entropy: 2.585, recall: 0.3301, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4725, root_relative_squared_error: 1.2678,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.6352, kappa: 0.0011, kb_relative_information_score: 269728.1278, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6355, predictive_accuracy: 0.6349, prior_entropy: 1, recall: 0.6349, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.2071,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 31
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, f_measure: 0.3064, kappa: 0.0015, kb_relative_information_score: 148302.6102, mean_absolute_error: 0.4144, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.2648, predictive_accuracy: 0.3761, prior_entropy: 1.585, recall: 0.3761, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6388, root_relative_squared_error: 1.3552,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, f_measure: 0.8744, kappa: 0.0773, kb_relative_information_score: 778625.2481, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8597, predictive_accuracy: 0.8943, prior_entropy: 1, recall: 0.8943, relative_absolute_error: 0.2249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6017,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.8092, kappa: 0.6109, kb_relative_information_score: 593882.224, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8097, predictive_accuracy: 0.8089, prior_entropy: 1, recall: 0.8089, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.7982,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0975, kappa: 0.002, kb_relative_information_score: 58010.1945, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0821, predictive_accuracy: 0.1725, prior_entropy: 2.3219, recall: 0.1725, relative_absolute_error: 1.0346, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5737, root_relative_squared_error: 1.4343,
Jason 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.7745, kappa: 0.3091, kb_relative_information_score: 542005.5088, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7722, predictive_accuracy: 0.777, prior_entropy: 1, recall: 0.777, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4279, root_relative_squared_error: 0.8558,