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Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.2226, kappa: 0.1854, kb_relative_information_score: 0.2332, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.18, number_of_instances: 56200, precision: 0.2207, predictive_accuracy: 0.267, prior_entropy: 3.3218, recall: 0.267, relative_absolute_error: 0.8144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3829, root_relative_squared_error: 1.2763, scimark_benchmark: 892.5652,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, kappa: 0.809, kb_relative_information_score: 0.7795, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.8367, prior_entropy: 3.4373, recall: 0.8367, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.55, scimark_benchmark: 884.0342,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9556, kappa: 0.9022, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4519, number_of_instances: 6990, precision: 0.9562, predictive_accuracy: 0.9554, prior_entropy: 0.9293, recall: 0.9554, relative_absolute_error: 0.1344, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4269, scimark_benchmark: 890.3749,
Jan van Rijn 10 years ago
ran flow moa.SGD(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, ram_hours: 0, 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, run_cpu_time: 15.08,
Jan van Rijn 10 years ago
ran flow moa.SGD(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, ram_hours: 0, 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, run_cpu_time: 15.56,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9567, kappa: 0.9133, kb_relative_information_score: 875144.2249, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9574, predictive_accuracy: 0.9567, prior_entropy: 1, ram_hours: 0.0097, recall: 0.9567, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.371, run_cpu_time: 374.87,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9567, kappa: 0.9133, kb_relative_information_score: 875144.2249, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9574, predictive_accuracy: 0.9567, prior_entropy: 1, ram_hours: 0.01, recall: 0.9567, relative_absolute_error: 0.1357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.371, run_cpu_time: 384.37,
Jan van Rijn 10 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 10 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 10 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 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9634, kappa: 0.92, kb_relative_information_score: 895796.9864, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 1, ram_hours: 0.0028, recall: 0.9634, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3342, run_cpu_time: 209.88,
Jan van Rijn 10 years ago
ran flow moa.SGD(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, ram_hours: 0, 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, run_cpu_time: 11.03,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.8567, kappa: 0.6379, kb_relative_information_score: 864419.1687, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8788, predictive_accuracy: 0.8802, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.8802, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.4537, run_cpu_time: 593.57,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9414, kappa: 0.857, kb_relative_information_score: 929062.1959, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9432, prior_entropy: 2.585, recall: 0.9432, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9508, kappa: 0.9015, kb_relative_information_score: 863751.8433, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9515, predictive_accuracy: 0.9507, prior_entropy: 1, ram_hours: 0, recall: 0.9507, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.4021, run_cpu_time: 15.93,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9418, kappa: 0.8721, kb_relative_information_score: 800187.8444, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.942, predictive_accuracy: 0.9421, prior_entropy: 1, ram_hours: 0, recall: 0.9421, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4274, run_cpu_time: 370.77,
Jan van Rijn 10 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 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.5039, kappa: 0.4899, kb_relative_information_score: 559147.6026, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5121, predictive_accuracy: 0.5095, prior_entropy: 4.7004, ram_hours: 0, recall: 0.5095, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.8067, run_cpu_time: 96.79,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9556, kappa: 0.8911, kb_relative_information_score: 945974.525, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9553, predictive_accuracy: 0.9567, prior_entropy: 2.585, ram_hours: 0.0055, recall: 0.9567, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2793, run_cpu_time: 305.11,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 0.9419, f_measure: 0.8679, kappa: 0.6703, kb_relative_information_score: 848411.8237, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.8697, prior_entropy: 2.585, ram_hours: 0, recall: 0.8697, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.4699, run_cpu_time: 31.9,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9035, kappa: 0.8199, kb_relative_information_score: 856287.3673, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9036, predictive_accuracy: 0.9039, prior_entropy: 2, ram_hours: 0, recall: 0.9039, relative_absolute_error: 0.1841, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4402, run_cpu_time: 19.56,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.0001, kb_relative_information_score: 448801.5013, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3101, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1033, run_cpu_time: 7.66,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.7839, kappa: 0.7204, kb_relative_information_score: 754788.5474, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7848, predictive_accuracy: 0.7834, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7834, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.212, root_relative_squared_error: 0.6059, run_cpu_time: 38.73,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.8584, kappa: 0.7164, kb_relative_information_score: 482704.5708, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8626, predictive_accuracy: 0.8592, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8592, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.6797, run_cpu_time: 597.3,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.6112, f_measure: 0.7055, kappa: 0.2634, kb_relative_information_score: 480086, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7207, predictive_accuracy: 0.74, prior_entropy: 1, ram_hours: 0, recall: 0.74, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0197, run_cpu_time: 4.87,
Jan van Rijn 10 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 10 years ago
ran flow moa.SGD(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: 0.5528, f_measure: 0.117, kappa: 0.1056, kb_relative_information_score: 158101.4289, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1104, predictive_accuracy: 0.1949, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1949, relative_absolute_error: 0.8945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4013, root_relative_squared_error: 1.3375, run_cpu_time: 29.77,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(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: 0.7959, f_measure: 0.7619, kappa: 0.4077, kb_relative_information_score: 414830.8633, mean_absolute_error: 0.3082, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7688, predictive_accuracy: 0.779, prior_entropy: 1, ram_hours: 0.0021, recall: 0.779, relative_absolute_error: 0.6163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.395, root_relative_squared_error: 0.79, run_cpu_time: 179.07,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.918, kappa: 0.8189, kb_relative_information_score: 838532, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9193, prior_entropy: 1, ram_hours: 0, recall: 0.9193, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.5683, run_cpu_time: 6.94,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.6313, kappa: 0.5347, kb_relative_information_score: 590521.2433, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6707, predictive_accuracy: 0.6562, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6562, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.7363, run_cpu_time: 539.72,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.7534, kappa: 0.6838, kb_relative_information_score: 716940.939, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7512, predictive_accuracy: 0.7567, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.7567, relative_absolute_error: 0.3714, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.223, root_relative_squared_error: 0.6373, run_cpu_time: 292.02,
Jan van Rijn 10 years ago
ran flow moa.SGD(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, ram_hours: 0, 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, run_cpu_time: 10.27,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.7372, f_measure: 0.7128, kappa: 0.2822, kb_relative_information_score: 358858.3904, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7477, predictive_accuracy: 0.7537, prior_entropy: 1, ram_hours: 0.0005, recall: 0.7537, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4179, root_relative_squared_error: 0.8358, run_cpu_time: 3524.96,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 0.7883, f_measure: 0.7621, kappa: 0.408, kb_relative_information_score: 419020.5634, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7691, predictive_accuracy: 0.7792, prior_entropy: 1, ram_hours: 0, recall: 0.7792, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 10.02,
Jan van Rijn 10 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 10 years ago
ran flow moa.kNN(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: 0.8697, f_measure: 0.7531, kappa: 0.3185, kb_relative_information_score: 779875.1364, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7868, predictive_accuracy: 0.8012, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.8012, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.5732, run_cpu_time: 564.52,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(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: 0.9842, f_measure: 0.8464, kappa: 0.8297, kb_relative_information_score: 837539.7099, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8466, predictive_accuracy: 0.8467, prior_entropy: 3.3219, ram_hours: 0.0008, recall: 0.8467, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.4913, run_cpu_time: 1083.91,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8568, kappa: 0.6377, kb_relative_information_score: 864443.7644, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.8802, prior_entropy: 2.585, ram_hours: 0.0022, recall: 0.8802, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.4536, run_cpu_time: 11284.26,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.3727, kappa: 0.3531, kb_relative_information_score: 414629.0297, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3991, predictive_accuracy: 0.3779, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3779, relative_absolute_error: 0.8137, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.8969, run_cpu_time: 338.09,
Jan van Rijn 10 years ago
ran flow moa.kNN(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: 0.737, f_measure: 0.7113, kappa: 0.2786, kb_relative_information_score: 358842.036, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7481, predictive_accuracy: 0.7533, prior_entropy: 1, ram_hours: 0, recall: 0.7533, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.418, root_relative_squared_error: 0.8359, run_cpu_time: 234.15,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9606, kappa: 0.9139, kb_relative_information_score: 890274.2874, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 1, ram_hours: 0, recall: 0.9607, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3502, run_cpu_time: 12.53,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9116, kappa: 0.8349, kb_relative_information_score: 862805.0093, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9116, predictive_accuracy: 0.9121, prior_entropy: 2, ram_hours: 0.0031, recall: 0.9121, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4174, run_cpu_time: 224.95,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.632, kappa: 0.5358, kb_relative_information_score: 590563.0737, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6711, predictive_accuracy: 0.6569, prior_entropy: 2.8074, ram_hours: 0.002, recall: 0.6569, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.7361, run_cpu_time: 11584.66,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.564, f_measure: 0.149, kappa: 0.1227, kb_relative_information_score: 140939.1249, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1453, predictive_accuracy: 0.2203, prior_entropy: 2.585, ram_hours: 0, recall: 0.2203, relative_absolute_error: 0.9357, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5098, root_relative_squared_error: 1.368, run_cpu_time: 5.81,
Jan van Rijn 10 years ago
ran flow moa.kNN(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: 0.9158, f_measure: 0.6491, kappa: 0.5566, kb_relative_information_score: 614529.0071, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6608, predictive_accuracy: 0.6892, prior_entropy: 2.585, ram_hours: 0, recall: 0.6892, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.7006, run_cpu_time: 316.67,
Jan van Rijn 10 years ago
ran flow moa.kNN(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: 0.92, f_measure: 0.6504, kappa: 0.5556, kb_relative_information_score: 617258.8825, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6713, predictive_accuracy: 0.6905, prior_entropy: 2.585, ram_hours: 0, recall: 0.6905, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.6978, run_cpu_time: 284.7,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, kappa: 0.8848, kb_relative_information_score: 0.2118, mean_absolute_error: 0.2431, mean_prior_absolute_error: 0.273, number_of_instances: 129600, predictive_accuracy: 0.9223, prior_entropy: 1.7165, recall: 0.9223, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.3695, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.869, scimark_benchmark: 878.9914,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4578, kb_relative_information_score: 0.0014, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.2209, number_of_instances: 2050, predictive_accuracy: 0.3268, prior_entropy: 2.2802, recall: 0.3268, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3318, root_mean_squared_error: 0.3319, root_relative_squared_error: 1.0005, scimark_benchmark: 885.4924,
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, f_measure: 0.7433, kappa: 0.4291, kb_relative_information_score: 0.3021, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.4545, number_of_instances: 7680, precision: 0.7418, predictive_accuracy: 0.7466, prior_entropy: 0.9331, recall: 0.7466, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.899, scimark_benchmark: 882.8536,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.8147, kappa: 0.5953, kb_relative_information_score: 0.5854, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.4604, number_of_instances: 3510, precision: 0.8141, predictive_accuracy: 0.8157, prior_entropy: 0.9418, recall: 0.8157, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4797, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.895, scimark_benchmark: 890.5946,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set heart-h
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set trains
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 1 sample 0 expected predictions with row id's [3] , but got predictions with row id's [8]
Jan van Rijn 10 years ago
ran flow weka.HoeffdingTree(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9598, kappa: 0.9118, kb_relative_information_score: 0.9068, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.4519, number_of_instances: 6990, precision: 0.9611, predictive_accuracy: 0.9595, prior_entropy: 0.9293, recall: 0.9595, relative_absolute_error: 0.0894, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4174, scimark_benchmark: 890.5438,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set hepatitis
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.6726, kappa: 0.6503, kb_relative_information_score: 0.7283, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.6792, predictive_accuracy: 0.6853, prior_entropy: 3.3219, recall: 0.6853, relative_absolute_error: 0.365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.6948, scimark_benchmark: 891.7687,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9277, kappa: 0.8234, kb_relative_information_score: 0.7902, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.1343, number_of_instances: 8980, precision: 0.9335, predictive_accuracy: 0.9256, prior_entropy: 1.1915, recall: 0.9256, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.2582, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.5259, scimark_benchmark: 889.9148,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.8809, kappa: 0.868, kb_relative_information_score: 0.8166, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.881, predictive_accuracy: 0.8812, prior_entropy: 3.3219, recall: 0.8812, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.4717, scimark_benchmark: 879.9066,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set anneal
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Associated dataset does not have quality (default evaluation engine): NumberOfInstances
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, kappa: 0.726, kb_relative_information_score: 0.6756, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1828, number_of_instances: 3360, predictive_accuracy: 0.803, prior_entropy: 2.1906, recall: 0.803, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.6781, scimark_benchmark: 889.0578,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.7577, kappa: 0.7314, kb_relative_information_score: 0.7551, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7579, predictive_accuracy: 0.7583, prior_entropy: 3.3219, recall: 0.7583, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.6956, scimark_benchmark: 888.346,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9526, kappa: 0.9473, kb_relative_information_score: 0.9435, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 109920, precision: 0.9526, predictive_accuracy: 0.9526, prior_entropy: 3.3208, recall: 0.9526, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.3069, scimark_benchmark: 879.1725,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set iris
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set hepatitis
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.8546, kappa: 0.7372, kb_relative_information_score: 776712.5113, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8678, predictive_accuracy: 0.8647, prior_entropy: 2, ram_hours: 0, recall: 0.8647, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.5191, run_cpu_time: 424.41,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6655, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 0.2118, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.499, number_of_instances: 31960, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, recall: 0.6605, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8919, scimark_benchmark: 891.6649,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 0.911, f_measure: 0.6977, kappa: 0.6072, kb_relative_information_score: 656173.804, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6918, predictive_accuracy: 0.7118, prior_entropy: 2.585, ram_hours: 0.0002, recall: 0.7118, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7011, run_cpu_time: 39.98,
Jan van Rijn 10 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 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.8384, kappa: 0.8214, kb_relative_information_score: 0.2882, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.8382, predictive_accuracy: 0.8393, prior_entropy: 3.3219, recall: 0.8393, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9129, scimark_benchmark: 889.2945,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set iris
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.435, kappa: 0.42, kb_relative_information_score: 479506.5297, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.443, predictive_accuracy: 0.4423, prior_entropy: 4.7004, ram_hours: 0.0001, recall: 0.4423, relative_absolute_error: 0.7186, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.8549, run_cpu_time: 568.43,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5428, f_measure: 0.1044, kappa: 0.0856, kb_relative_information_score: 139041.4529, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1051, predictive_accuracy: 0.1767, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1767, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.3526, run_cpu_time: 26.28,
Jan van Rijn 10 years ago
ran flow moa.SGD(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: 0.5628, f_measure: 0.1472, kappa: 0.1204, kb_relative_information_score: 138600.0978, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1439, predictive_accuracy: 0.2182, prior_entropy: 2.585, ram_hours: 0, recall: 0.2182, relative_absolute_error: 0.9382, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5105, root_relative_squared_error: 1.3698, run_cpu_time: 5.69,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9719, kappa: 0.8525, kb_relative_information_score: 0.7808, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.0762, number_of_instances: 54730, precision: 0.9717, predictive_accuracy: 0.9727, prior_entropy: 0.6355, recall: 0.9727, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.1948, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4726, scimark_benchmark: 891.6711,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, kappa: 0.7688, kb_relative_information_score: 0.3373, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.3798, number_of_instances: 6250, predictive_accuracy: 0.8754, prior_entropy: 1.3181, recall: 0.8754, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.7926, scimark_benchmark: 891.0881,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set heart-h
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set trains
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 1 sample 0 expected predictions with row id's [3] , but got predictions with row id's [8]
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9826, kappa: 0.9807, kb_relative_information_score: 0.2994, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.18, number_of_instances: 56200, precision: 0.9827, predictive_accuracy: 0.9827, prior_entropy: 3.3218, recall: 0.9827, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.9061, scimark_benchmark: 882.1249,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(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: 0.7534, f_measure: 0.4847, kappa: 0.313, kb_relative_information_score: 427476.8242, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4763, predictive_accuracy: 0.511, prior_entropy: 2.585, ram_hours: 0.0284, recall: 0.511, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.8886, run_cpu_time: 1006.82,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6698, kappa: 0.2139, kb_relative_information_score: 0.0555, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.2209, number_of_instances: 2050, predictive_accuracy: 0.4517, prior_entropy: 2.2802, recall: 0.4517, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.3318, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.9871, scimark_benchmark: 891.587,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.7791, kappa: 0.5557, kb_relative_information_score: 0.4625, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4978, number_of_instances: 2080, precision: 0.7791, predictive_accuracy: 0.7793, prior_entropy: 0.9967, recall: 0.7793, relative_absolute_error: 0.5569, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7969, scimark_benchmark: 879.7512,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 0.9974, f_measure: 0.9544, kappa: 0.9494, kb_relative_information_score: 952198.3649, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9544, predictive_accuracy: 0.9545, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.9545, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812, run_cpu_time: 102.04,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9659, kappa: 0.9603, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 23100, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 2.8074, recall: 0.9659, relative_absolute_error: 0.0758, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.2491, scimark_benchmark: 886.7245,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, kappa: 0.5519, kb_relative_information_score: 0.4846, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, predictive_accuracy: 0.7254, prior_entropy: 2.4124, recall: 0.7254, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.7839, scimark_benchmark: 883.071,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.324, kappa: 0.2639, kb_relative_information_score: 0.3042, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.1653, number_of_instances: 9900, precision: 0.3276, predictive_accuracy: 0.3308, prior_entropy: 3.4594, recall: 0.3308, relative_absolute_error: 0.7361, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3488, root_relative_squared_error: 1.2134, scimark_benchmark: 891.0203,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9579, kappa: 0.9069, kb_relative_information_score: 0.8704, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4519, number_of_instances: 6990, precision: 0.9579, predictive_accuracy: 0.9579, prior_entropy: 0.9293, recall: 0.9579, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3703, scimark_benchmark: 893.0388,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, kappa: 0.1114, kb_relative_information_score: 0.2214, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.18, number_of_instances: 109920, predictive_accuracy: 0.2039, prior_entropy: 3.3208, recall: 0.2039, relative_absolute_error: 0.9228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2882, root_relative_squared_error: 0.9607, scimark_benchmark: 892.2915,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7457, kappa: 0.6674, kb_relative_information_score: 0.6642, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.2209, number_of_instances: 2050, precision: 0.7506, predictive_accuracy: 0.7468, prior_entropy: 2.2802, recall: 0.7468, relative_absolute_error: 0.4043, root_mean_prior_squared_error: 0.3318, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.7508, scimark_benchmark: 880.7526,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set tae
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, kappa: 0.5225, kb_relative_information_score: 0.4876, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.2677, number_of_instances: 1480, predictive_accuracy: 0.7466, prior_entropy: 1.2302, recall: 0.7466, relative_absolute_error: 0.4732, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.978, scimark_benchmark: 891.3332,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.8486, kappa: 0.6937, kb_relative_information_score: 0.5736, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.494, number_of_instances: 6900, precision: 0.8487, predictive_accuracy: 0.8486, prior_entropy: 0.9912, recall: 0.8486, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.6776, scimark_benchmark: 890.2971,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9993, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4994, number_of_instances: 81240, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0089, root_relative_squared_error: 0.0179, scimark_benchmark: 890.9655,
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set haberman
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, kappa: 0.3059, kb_relative_information_score: 0.2571, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.4646, prior_entropy: 3.4373, recall: 0.4646, relative_absolute_error: 0.8185, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.9107, scimark_benchmark: 893.1945,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 0.9728, f_measure: 0.8014, kappa: 0.7817, kb_relative_information_score: 800429.4983, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8015, predictive_accuracy: 0.8035, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8035, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.5585, run_cpu_time: 97.44,
Jan van Rijn 10 years ago
ran flow weka.JRip(1) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 0.957, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 109920, precision: 0.9624, predictive_accuracy: 0.9623, prior_entropy: 3.3208, recall: 0.9623, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2834, scimark_benchmark: 888.585,
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set heart-h
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1