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Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8965, kappa: 0.7351, kb_relative_information_score: 860489.6764, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.925, predictive_accuracy: 0.8812, prior_entropy: 2.585, ram_hours: 0, recall: 0.8812, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4832, run_cpu_time: 32.4,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.8509, kappa: 0.7012, kb_relative_information_score: 556763.0082, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.851, predictive_accuracy: 0.851, prior_entropy: 1, ram_hours: 0, recall: 0.851, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.6648, run_cpu_time: 11.42,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9065, f_measure: 0.8301, kappa: 0.5735, kb_relative_information_score: 796752.5528, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8345, predictive_accuracy: 0.8287, prior_entropy: 2.585, ram_hours: 0, recall: 0.8287, relative_absolute_error: 0.2866, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.5483, run_cpu_time: 28.99,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8767, kappa: 0.7701, kb_relative_information_score: 822838.9375, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8784, predictive_accuracy: 0.8768, prior_entropy: 2, ram_hours: 0, recall: 0.8768, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4897, run_cpu_time: 17.29,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9983, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 954412.7132, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9556, predictive_accuracy: 0.9555, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9555, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.2744, run_cpu_time: 72.44,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.4481, kappa: 0.4402, kb_relative_information_score: 499931.132, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4711, predictive_accuracy: 0.4617, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4617, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.846, run_cpu_time: 71.7,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9313, kappa: 0.8504, kb_relative_information_score: 821930.6005, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9312, prior_entropy: 1, ram_hours: 0, recall: 0.9312, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4508, run_cpu_time: 10.55,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9859, f_measure: 0.8527, kappa: 0.8367, kb_relative_information_score: 859754.8999, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8531, predictive_accuracy: 0.853, prior_entropy: 3.3219, ram_hours: 0, recall: 0.853, relative_absolute_error: 0.1951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.487, run_cpu_time: 79.87,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.9207, kappa: 0.1973, kb_relative_information_score: 800631.6918, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.9351, prior_entropy: 1, ram_hours: 0, recall: 0.9351, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4532, run_cpu_time: 12.2,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.7792, f_measure: 0.7441, kappa: 0.3722, kb_relative_information_score: 425514.7051, mean_absolute_error: 0.2977, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7413, predictive_accuracy: 0.7528, prior_entropy: 1, ram_hours: 0, recall: 0.7528, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4157, root_relative_squared_error: 0.8314, run_cpu_time: 6.63,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9215, f_measure: 0.8446, kappa: 0.6815, kb_relative_information_score: 608914.1704, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8446, predictive_accuracy: 0.8447, prior_entropy: 1, ram_hours: 0, recall: 0.8447, relative_absolute_error: 0.4104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.6673, run_cpu_time: 20.93,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.8539, kb_relative_information_score: 852415.7375, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9274, prior_entropy: 1, ram_hours: 0, recall: 0.9274, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4941, run_cpu_time: 11.49,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9067, kappa: 0.8959, kb_relative_information_score: 907729.1991, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9063, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9063, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.408, run_cpu_time: 73.87,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9483, f_measure: 0.7576, kappa: 0.6834, kb_relative_information_score: 706958.3649, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7539, predictive_accuracy: 0.765, prior_entropy: 2.585, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.6287, run_cpu_time: 19.28,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8072, kappa: 0.774, kb_relative_information_score: 794180.3632, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8063, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8063, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5659, run_cpu_time: 31.98,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6716, f_measure: 0.4889, kappa: 0.2213, kb_relative_information_score: 12492.3909, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4983, predictive_accuracy: 0.4865, prior_entropy: 1.585, ram_hours: 0, recall: 0.4865, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.959, run_cpu_time: 0.4,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9303, f_measure: 0.8689, kappa: 0.7349, kb_relative_information_score: 662720.6446, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8692, predictive_accuracy: 0.8687, prior_entropy: 1, ram_hours: 0, recall: 0.8687, relative_absolute_error: 0.3563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.6325, run_cpu_time: 8.77,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.87, f_measure: 0.8808, kappa: 0.2682, kb_relative_information_score: 259849.3198, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8817, predictive_accuracy: 0.9074, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9074, relative_absolute_error: 0.1582, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4023, run_cpu_time: 4.5,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9431, f_measure: 0.8655, kappa: 0.7326, kb_relative_information_score: 835615.5249, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8649, predictive_accuracy: 0.8663, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8663, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.493, run_cpu_time: 18.97,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8573, kappa: 0.6935, kb_relative_information_score: 664409.5483, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8571, predictive_accuracy: 0.8576, prior_entropy: 1, ram_hours: 0, recall: 0.8576, relative_absolute_error: 0.3484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.653, run_cpu_time: 13.22,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.8244, f_measure: 0.774, kappa: 0.4502, kb_relative_information_score: 450855.5055, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7724, predictive_accuracy: 0.7808, prior_entropy: 1, ram_hours: 0, recall: 0.7808, relative_absolute_error: 0.5738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7774, run_cpu_time: 11.59,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9071, f_measure: 0.8287, kappa: 0.6144, kb_relative_information_score: 566410.3234, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8298, prior_entropy: 1, ram_hours: 0, recall: 0.8298, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.6829, run_cpu_time: 12.66,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.4308, kappa: 0.3779, kb_relative_information_score: 397359.4313, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4299, predictive_accuracy: 0.4344, prior_entropy: 3.4594, ram_hours: 0, recall: 0.4344, relative_absolute_error: 0.7782, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2533, root_relative_squared_error: 0.8811, run_cpu_time: 23.9,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.8053, kappa: 0.7856, kb_relative_information_score: 803277.6136, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8126, predictive_accuracy: 0.807, prior_entropy: 3.3219, ram_hours: 0, recall: 0.807, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.176, root_relative_squared_error: 0.5865, run_cpu_time: 37.94,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.5209, kappa: 0.383, kb_relative_information_score: 409719.0943, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5678, predictive_accuracy: 0.5346, prior_entropy: 2, ram_hours: 0, recall: 0.5346, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.9764, run_cpu_time: 17.7,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.5947, kappa: 0.1905, kb_relative_information_score: 191289.9374, mean_absolute_error: 0.4114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.6652, prior_entropy: 1, ram_hours: 0, recall: 0.6652, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9062, run_cpu_time: 25.81,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9479, f_measure: 0.8758, kappa: 0.7485, kb_relative_information_score: 687273.6672, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8758, predictive_accuracy: 0.8758, prior_entropy: 1, ram_hours: 0, recall: 0.8758, relative_absolute_error: 0.329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2998, root_relative_squared_error: 0.5995, run_cpu_time: 9.44,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.944, f_measure: 0.8092, kappa: 0.7242, kb_relative_information_score: 721391.4545, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8291, predictive_accuracy: 0.816, prior_entropy: 1.585, ram_hours: 0, recall: 0.816, relative_absolute_error: 0.3181, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.6561, run_cpu_time: 24.66,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9861, kappa: 0.9826, kb_relative_information_score: 982858.4788, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 2.585, ram_hours: 0, recall: 0.9861, relative_absolute_error: 0.0242, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1584, run_cpu_time: 30.48,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.882, kappa: 0.8681, kb_relative_information_score: 4939.5621, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8854, predictive_accuracy: 0.8813, prior_entropy: 3.3219, recall: 0.8813, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4999, run_cpu_time: 1.11,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8241, kappa: 0.6446, kb_relative_information_score: 240.1355, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.8262, predictive_accuracy: 0.8251, prior_entropy: 2.3219, recall: 0.8251, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.6094, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.5087, kappa: 0.3639, kb_relative_information_score: 314771.6072, mean_absolute_error: 0.2605, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.522, predictive_accuracy: 0.521, prior_entropy: 2.3219, ram_hours: 0, recall: 0.521, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.9011, run_cpu_time: 14.85,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8097, f_measure: 0.6223, kappa: 0.4091, kb_relative_information_score: 350920.4137, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.656, predictive_accuracy: 0.6052, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6052, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.8196, run_cpu_time: 26.44,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.887, kappa: 0.7741, kb_relative_information_score: 695294.0011, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.887, prior_entropy: 1, ram_hours: 0, recall: 0.887, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5792, run_cpu_time: 12.59,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9379, f_measure: 0.8643, kappa: 0.709, kb_relative_information_score: 832082.8776, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8637, predictive_accuracy: 0.8653, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8653, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4938, run_cpu_time: 20.25,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 590705.2616, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, ram_hours: 0, recall: 0.7946, relative_absolute_error: 0.409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.417, root_relative_squared_error: 0.834, run_cpu_time: 18.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.2591, kappa: 0.0549, kb_relative_information_score: 135197.8268, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3041, predictive_accuracy: 0.3099, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3099, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825, run_cpu_time: 16,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5755, kappa: 0.2479, kb_relative_information_score: 536431.1959, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5741, predictive_accuracy: 0.5955, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5955, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.7618, run_cpu_time: 25.9,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 460009.5243, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, ram_hours: 0, recall: 0.8387, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328, run_cpu_time: 5.47,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.8887, kappa: 0.6689, kb_relative_information_score: 739762.5951, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8912, predictive_accuracy: 0.887, prior_entropy: 1, ram_hours: 0, recall: 0.887, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.291, root_relative_squared_error: 0.5819, run_cpu_time: 10.42,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 459952.1031, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, ram_hours: 0, recall: 0.8387, relative_absolute_error: 0.5805, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328, run_cpu_time: 5.51,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.9125, kappa: 0.8251, kb_relative_information_score: 769923.4138, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9125, predictive_accuracy: 0.9125, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9125, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5286, run_cpu_time: 9.54,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.497, kappa: 0.3547, kb_relative_information_score: 321830.6382, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5117, predictive_accuracy: 0.5121, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5121, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8969, run_cpu_time: 15.26,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7488, f_measure: 0.8932, kappa: 0.1134, kb_relative_information_score: 861206.836, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8952, predictive_accuracy: 0.9231, prior_entropy: 2, ram_hours: 0, recall: 0.9231, relative_absolute_error: 0.1826, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4272, run_cpu_time: 18.61,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 313171.721, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5196, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.9021, run_cpu_time: 15.08,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.7091, kappa: 0.4182, kb_relative_information_score: 656913.7949, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.7091, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7091, relative_absolute_error: 0.4743, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6933, run_cpu_time: 9.39,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.7964, kappa: 0.5916, kb_relative_information_score: 567712.7727, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7971, predictive_accuracy: 0.7962, prior_entropy: 1, ram_hours: 0, recall: 0.7962, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8023, run_cpu_time: 29.2,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.2329, kappa: 0.0229, kb_relative_information_score: 122555.4171, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2894, predictive_accuracy: 0.2914, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2914, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.9847, run_cpu_time: 14.82,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.6886, kappa: 0.5987, kb_relative_information_score: 661974.5571, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6927, predictive_accuracy: 0.6882, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6882, relative_absolute_error: 0.4284, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.719, run_cpu_time: 29.05,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9349, kappa: 0.9137, kb_relative_information_score: 924069.1998, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9366, predictive_accuracy: 0.9338, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9338, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.3387, run_cpu_time: 30.47,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9657, f_measure: 0.7414, kappa: 0.7151, kb_relative_information_score: 765718.7948, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7403, predictive_accuracy: 0.7436, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7436, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.6412, run_cpu_time: 59.12,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9182, kappa: 0.8287, kb_relative_information_score: 109075.0229, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, ram_hours: 0, recall: 0.9178, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.539, run_cpu_time: 1.25,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556, run_cpu_time: 93.04,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.5354, kappa: 0.4885, kb_relative_information_score: 520929.4017, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5355, predictive_accuracy: 0.5396, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5396, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.8094, run_cpu_time: 27.48,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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: 0.9412, f_measure: 0.7389, kappa: 0.6607, kb_relative_information_score: 688521.9104, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7486, prior_entropy: 2.585, ram_hours: 0, recall: 0.7486, relative_absolute_error: 0.3927, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483, run_cpu_time: 19.4,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9024, kappa: 0.8928, kb_relative_information_score: 909846.0315, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9019, prior_entropy: 4.2479, ram_hours: 0, recall: 0.9019, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4121, run_cpu_time: 90.44,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, ram_hours: 0, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295, run_cpu_time: 0.38,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6978, f_measure: 0.2112, kappa: 0.1346, kb_relative_information_score: 1283.1537, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, precision: 0.2191, predictive_accuracy: 0.2183, prior_entropy: 4.858, ram_hours: 0, recall: 0.2183, relative_absolute_error: 0.8524, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.1903, root_relative_squared_error: 1.0428, run_cpu_time: 0.31,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4054, f_measure: 0.4964, kappa: 0.0231, kb_relative_information_score: -9.3407, mean_absolute_error: 0.5079, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.5132, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5252, root_relative_squared_error: 1.0504,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.8257, kappa: 0.6466, kb_relative_information_score: 165.7371, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.8257, predictive_accuracy: 0.8259, prior_entropy: 1, ram_hours: 0, recall: 0.8259, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.7804, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7455, f_measure: 0.3673, kappa: 0.2276, kb_relative_information_score: 265.2758, mean_absolute_error: 0.2895, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.4475, predictive_accuracy: 0.4161, prior_entropy: 2, ram_hours: 0, recall: 0.4161, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4806, root_relative_squared_error: 1.1098, run_cpu_time: 0.0162,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set spambase
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8297, kappa: 0.6624, kb_relative_information_score: 3018.7992, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.5, number_of_instances: 4601, precision: 0.8687, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0, recall: 0.8281, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8272, run_cpu_time: 0.13,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9103, kappa: 0.8838, kb_relative_information_score: 326.5331, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.9219, predictive_accuracy: 0.9071, prior_entropy: 2.585, ram_hours: 0, recall: 0.9071, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.4338, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8781, kappa: 0.7303, kb_relative_information_score: 255.5944, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.9021, predictive_accuracy: 0.8844, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8844, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4998, run_cpu_time: 0.0026,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.5375, kappa: 0.2916, kb_relative_information_score: 252.7968, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.5347, predictive_accuracy: 0.5664, prior_entropy: 4, recall: 0.5664, relative_absolute_error: 0.463, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9574, run_cpu_time: 0.37,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9399, kappa: 0.91, kb_relative_information_score: 136.7003, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.9434, predictive_accuracy: 0.94, prior_entropy: 1.585, recall: 0.94, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4122, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5243, kappa: 0.3909, kb_relative_information_score: 338.9847, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.5461, predictive_accuracy: 0.5258, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5258, relative_absolute_error: 0.6105, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.0042, run_cpu_time: 0.018,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4122, f_measure: 0.4516, kappa: -0.0866, kb_relative_information_score: -7.8151, mean_absolute_error: 0.5273, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4602, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1045, run_cpu_time: 0.0011,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6703, kappa: 0.4, kb_relative_information_score: 3.9618, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.8125, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.0956, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set baseball
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9216, f_measure: 0.8772, kappa: 0.4301, kb_relative_information_score: 1064.5762, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4444, number_of_instances: 1340, precision: 0.9189, predictive_accuracy: 0.8522, prior_entropy: 1.585, ram_hours: 0, recall: 0.8522, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.635, run_cpu_time: 0.0375,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.7754, kappa: 0.7711, kb_relative_information_score: 1616.3248, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8305, predictive_accuracy: 0.794, prior_entropy: 3.3219, ram_hours: 0, recall: 0.794, relative_absolute_error: 0.2229, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.614, run_cpu_time: 0.1109,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497759.0352, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, ram_hours: 0, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 33.4343,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3739, f_measure: 0.5705, kappa: -0.0851, kb_relative_information_score: 36.1376, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5368, predictive_accuracy: 0.6222, prior_entropy: 1.585, ram_hours: 0, recall: 0.6222, relative_absolute_error: 0.6874, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9143, run_cpu_time: 0.0012,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6422, f_measure: 0.4759, kappa: 0.2133, kb_relative_information_score: 29.4683, mean_absolute_error: 0.3908, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.4838, predictive_accuracy: 0.4768, prior_entropy: 1.585, recall: 0.4768, relative_absolute_error: 0.8792, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0384, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6316, f_measure: 0.6809, kappa: 0.1298, kb_relative_information_score: 106.044, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6779, predictive_accuracy: 0.7255, prior_entropy: 1, ram_hours: 0, recall: 0.7255, relative_absolute_error: 0.678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.455, root_relative_squared_error: 0.9101, run_cpu_time: 0.0016,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.7039, kappa: 0.4601, kb_relative_information_score: 90.514, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.8255, predictive_accuracy: 0.7212, prior_entropy: 1, recall: 0.7212, relative_absolute_error: 0.5659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5273, root_relative_squared_error: 1.0546, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7824, f_measure: 0.7269, kappa: 0.3945, kb_relative_information_score: 314.2408, mean_absolute_error: 0.3028, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.7254, predictive_accuracy: 0.7292, prior_entropy: 1, recall: 0.7292, relative_absolute_error: 0.6056, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4433, root_relative_squared_error: 0.8866, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.9347, kappa: 0.0901, kb_relative_information_score: 260.6869, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.5, number_of_instances: 323, precision: 0.9635, predictive_accuracy: 0.9102, prior_entropy: 1, recall: 0.9102, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5424, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.5644, kappa: 0.5222, kb_relative_information_score: 576.1867, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.5807, predictive_accuracy: 0.5657, prior_entropy: 3.4594, recall: 0.5657, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.8441, run_cpu_time: 0.08,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9553, kappa: 0.9024, kb_relative_information_score: 35788.7122, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.9583, predictive_accuracy: 0.9549, prior_entropy: 1, recall: 0.9549, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.4129, run_cpu_time: 0.67,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9862, kappa: 0.9827, kb_relative_information_score: 982754.7395, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9862, prior_entropy: 2.585, ram_hours: 0, recall: 0.9862, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1587, run_cpu_time: 27.5209,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.695, kappa: 0.7028, kb_relative_information_score: 1503.6969, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.822, predictive_accuracy: 0.7325, prior_entropy: 3.3219, recall: 0.7325, relative_absolute_error: 0.2926, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.696, run_cpu_time: 0.08,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 1892.2834, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.951, predictive_accuracy: 0.9485, prior_entropy: 3.3219, recall: 0.9485, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3329, run_cpu_time: 0.38,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.7766, kappa: 0.5489, kb_relative_information_score: 193.8106, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.8204, predictive_accuracy: 0.7721, prior_entropy: 1, recall: 0.7721, relative_absolute_error: 0.4467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9212, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.3634, kappa: 0.3069, kb_relative_information_score: 329517.232, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3637, predictive_accuracy: 0.37, prior_entropy: 3.4594, ram_hours: 0, recall: 0.37, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9146, run_cpu_time: 25.8706,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.7248, kappa: 0.3274, kb_relative_information_score: 425.7125, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7214, predictive_accuracy: 0.735, prior_entropy: 1, ram_hours: 0, recall: 0.735, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.873, kappa: 0.8314, kb_relative_information_score: 86.5738, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.8795, predictive_accuracy: 0.8713, prior_entropy: 2.8074, recall: 0.8713, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5307, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7702, f_measure: 0.4332, kappa: 0.2817, kb_relative_information_score: 718.8067, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.536, predictive_accuracy: 0.4683, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4683, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9709, run_cpu_time: 0.043,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, f_measure: 0.5674, kappa: 0.0467, kb_relative_information_score: 24686.6061, mean_absolute_error: 0.3979, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5634, predictive_accuracy: 0.602, prior_entropy: 1, ram_hours: 0, recall: 0.602, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6281, root_relative_squared_error: 1.2562, run_cpu_time: 30.1512,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723493.1712, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, ram_hours: 0, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148, run_cpu_time: 9.9844,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840737.7791, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, ram_hours: 0, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977, run_cpu_time: 19.5818,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 695795.8934, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8671, predictive_accuracy: 0.8667, prior_entropy: 1, ram_hours: 0, recall: 0.8667, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.6384, run_cpu_time: 10.39,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 917999.7257, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9283, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.3512, run_cpu_time: 29.64,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(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
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.4688, kappa: 0.3148, kb_relative_information_score: 372339.2827, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.4834, prior_entropy: 2, ram_hours: 0, recall: 0.4834, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0121, run_cpu_time: 19.7379,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 970130.8632, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9705, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2253, run_cpu_time: 115.8,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813008.8475, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8611, prior_entropy: 2, ram_hours: 0, recall: 0.8611, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313, run_cpu_time: 10.155,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 844766.538, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8325, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156, run_cpu_time: 80.9638,