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Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.1197, kappa: 0.1106, kb_relative_information_score: 325.7423, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1106, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4001, root_relative_squared_error: 1.3338, run_cpu_time: 0.21,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5487, f_measure: 0.0936, kappa: 0.0887, kb_relative_information_score: 2296.472, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.0882, predictive_accuracy: 0.0997, prior_entropy: 4.1699, ram_hours: 0, recall: 0.0997, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.3808, run_cpu_time: 0.1265,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, ram_hours: 0, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049, run_cpu_time: 19.8457,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, f_measure: 0.4715, kappa: 0.3532, kb_relative_information_score: 409670.6004, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4279, predictive_accuracy: 0.5688, prior_entropy: 1.585, ram_hours: 0, recall: 0.5688, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5362, root_relative_squared_error: 1.1374, run_cpu_time: 14.1057,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.8335, kappa: 0.4856, kb_relative_information_score: 673250, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8366, prior_entropy: 1, ram_hours: 0, recall: 0.8366, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8084, run_cpu_time: 5.824,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, ram_hours: 0, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098, run_cpu_time: 7.8779,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5227, f_measure: 0.5345, kappa: 0.0454, kb_relative_information_score: 69540, mean_absolute_error: 0.4652, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5343, predictive_accuracy: 0.5348, prior_entropy: 1, ram_hours: 0, recall: 0.5348, relative_absolute_error: 0.9305, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6821, root_relative_squared_error: 1.3642, run_cpu_time: 12.6091,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083, run_cpu_time: 4.9501,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.5402, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, ram_hours: 0, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4628, run_cpu_time: 10.72,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.1102, kappa: 0.1001, kb_relative_information_score: 152829.7654, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1015, predictive_accuracy: 0.1899, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1899, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4025, root_relative_squared_error: 1.3417, run_cpu_time: 13.9418,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.6364, kappa: 0.0208, kb_relative_information_score: 140, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.6421, predictive_accuracy: 0.7288, prior_entropy: 1, recall: 0.7288, relative_absolute_error: 0.5425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5208, root_relative_squared_error: 1.0416, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set spect_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5741, f_measure: 0.6089, kappa: 0.1398, kb_relative_information_score: 16, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.5, number_of_instances: 80, precision: 0.6242, predictive_accuracy: 0.6, prior_entropy: 1, recall: 0.6, relative_absolute_error: 0.8, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2649, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5212, f_measure: 0.5636, kappa: 0.0421, kb_relative_information_score: 96, mean_absolute_error: 0.4375, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.5648, predictive_accuracy: 0.5625, prior_entropy: 1, recall: 0.5625, relative_absolute_error: 0.875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6614, root_relative_squared_error: 1.3229, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.5603, kappa: 0.1125, kb_relative_information_score: 151.56, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.5598, predictive_accuracy: 0.5611, prior_entropy: 2.3219, recall: 0.5611, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.419, root_relative_squared_error: 1.0475,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5538, f_measure: 0.4392, kappa: 0.1127, kb_relative_information_score: 49750.6738, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.4008, predictive_accuracy: 0.491, prior_entropy: 2.8074, ram_hours: 0, recall: 0.491, relative_absolute_error: 0.5938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0898, run_cpu_time: 2.34,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, ram_hours: 0, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033, run_cpu_time: 3.7642,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, f_measure: 0.8413, kappa: 0.2246, kb_relative_information_score: 4469.8521, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.8483, predictive_accuracy: 0.839, prior_entropy: 2.3219, ram_hours: 0, recall: 0.839, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.6344, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6351, kappa: -0.0037, kb_relative_information_score: 13250, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.6346, predictive_accuracy: 0.6356, prior_entropy: 1, ram_hours: 0, recall: 0.6356, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.2072, run_cpu_time: 0.33,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -42.519, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, predictive_accuracy: 0.0002, prior_entropy: 4.858, ram_hours: 0, recall: 0.0002, relative_absolute_error: 1.0355, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.2626, root_relative_squared_error: 1.4391, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.993, kb_relative_information_score: 1059.1546, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.4444, number_of_instances: 1066, precision: 0.9906, predictive_accuracy: 0.9953, prior_entropy: 1.585, recall: 0.9953, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.1186,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5543, f_measure: 0.3019, kappa: 0.108, kb_relative_information_score: 917.4325, mean_absolute_error: 0.3976, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.3903, predictive_accuracy: 0.4036, prior_entropy: 1.585, ram_hours: 0, recall: 0.4036, relative_absolute_error: 0.8946, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6306, root_relative_squared_error: 1.3376, run_cpu_time: 0.06,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-3_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4198, f_measure: 0.4163, kappa: -0.1596, kb_relative_information_score: -20, mean_absolute_error: 0.582, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.4191, predictive_accuracy: 0.418, prior_entropy: 1, recall: 0.418, relative_absolute_error: 1.1639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7629, root_relative_squared_error: 1.5257,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6346, f_measure: 0.6258, kappa: 0.2742, kb_relative_information_score: 922, mean_absolute_error: 0.3558, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.6651, predictive_accuracy: 0.6442, prior_entropy: 1, recall: 0.6442, relative_absolute_error: 0.7115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5965, root_relative_squared_error: 1.1929, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8719, kappa: 0.7181, kb_relative_information_score: 29224, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.8733, predictive_accuracy: 0.8712, prior_entropy: 1, ram_hours: 0, recall: 0.8712, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.7178, run_cpu_time: 0.27,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6508, kappa: 0.295, kb_relative_information_score: 300436, mean_absolute_error: 0.3498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6518, predictive_accuracy: 0.6502, prior_entropy: 1, ram_hours: 0, recall: 0.6502, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5914, root_relative_squared_error: 1.1828, run_cpu_time: 10,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5493, f_measure: 0.1114, kappa: 0.0986, kb_relative_information_score: 1707.765, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.1032, predictive_accuracy: 0.1923, prior_entropy: 3.3219, recall: 0.1923, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4019, root_relative_squared_error: 1.3397, run_cpu_time: 0.15,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4901, f_measure: 0.5733, kappa: -0.0274, kb_relative_information_score: 108, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.5, number_of_instances: 286, precision: 0.491, predictive_accuracy: 0.6888, prior_entropy: 1, recall: 0.6888, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5578, root_relative_squared_error: 1.1157, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5158, kappa: -0.0001, kb_relative_information_score: 12036, mean_absolute_error: 0.3471, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.4263, predictive_accuracy: 0.6529, prior_entropy: 1, recall: 0.6529, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5892, root_relative_squared_error: 1.1784, run_cpu_time: 0.26,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.32, kappa: 0.13, kb_relative_information_score: 30.8909, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.2604, predictive_accuracy: 0.42, prior_entropy: 1.585, recall: 0.42, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6218, root_relative_squared_error: 1.3191,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 12, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.559, root_relative_squared_error: 1.118,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7661, f_measure: 0.7564, kappa: 0.5192, kb_relative_information_score: 354, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.776, predictive_accuracy: 0.7565, prior_entropy: 1, ram_hours: 0, recall: 0.7565, relative_absolute_error: 0.487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4934, root_relative_squared_error: 0.9869, run_cpu_time: 0.0048,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5419, f_measure: 0.5945, kappa: 0.09, kb_relative_information_score: 13, mean_absolute_error: 0.386, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.5882, predictive_accuracy: 0.614, prior_entropy: 1, ram_hours: 0, recall: 0.614, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6213, root_relative_squared_error: 1.2425, run_cpu_time: 0.0009,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5079, f_measure: 0.5895, kappa: 0.0138, kb_relative_information_score: 53.0351, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5091, predictive_accuracy: 0.7, prior_entropy: 1.585, ram_hours: 0, recall: 0.7, relative_absolute_error: 0.45, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9487, run_cpu_time: 0.0011,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, f_measure: 0.3889, kappa: 0.0079, kb_relative_information_score: 67.0962, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.3016, predictive_accuracy: 0.5473, prior_entropy: 2, recall: 0.5473, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4758, root_relative_squared_error: 1.0987, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7478, f_measure: 0.526, kappa: 0.4428, kb_relative_information_score: 702.2135, mean_absolute_error: 0.2548, mean_prior_absolute_error: 0.4444, number_of_instances: 1473, precision: 0.4861, predictive_accuracy: 0.6178, prior_entropy: 1.585, ram_hours: 0, recall: 0.6178, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5048, root_relative_squared_error: 1.0708, run_cpu_time: 0.0067,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.8201, kappa: 0.6305, kb_relative_information_score: 221, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.82, predictive_accuracy: 0.8203, prior_entropy: 1, ram_hours: 0, recall: 0.8203, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8478, run_cpu_time: 0.0014,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5336, f_measure: 0.2284, kappa: 0.0608, kb_relative_information_score: 24.3755, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.2479, predictive_accuracy: 0.297, prior_entropy: 2.8074, ram_hours: 0, recall: 0.297, relative_absolute_error: 0.8201, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4482, root_relative_squared_error: 1.2807, run_cpu_time: 0.0022,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.5556, kappa: 0.1, kb_relative_information_score: 30, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.5556, predictive_accuracy: 0.5556, prior_entropy: 1, ram_hours: 0, recall: 0.5556, relative_absolute_error: 0.8889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.3333, run_cpu_time: 0.0016,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0112, kappa: -0.0024, kb_relative_information_score: -164.9535, mean_absolute_error: 0.6155, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.006, predictive_accuracy: 0.0768, prior_entropy: 1.585, ram_hours: 0, recall: 0.0768, relative_absolute_error: 1.3848, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.7845, root_relative_squared_error: 1.6642, run_cpu_time: 0.002,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -2.0131, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0, predictive_accuracy: 0.0044, prior_entropy: 4.585, recall: 0.0044, relative_absolute_error: 1.0389, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.288, root_relative_squared_error: 1.4414, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5655, f_measure: 0.5711, kappa: 0.1316, kb_relative_information_score: 27, mean_absolute_error: 0.4278, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.5704, predictive_accuracy: 0.5722, prior_entropy: 1, recall: 0.5722, relative_absolute_error: 0.8556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6541, root_relative_squared_error: 1.3081, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0223, kappa: -0.0001, kb_relative_information_score: 17791.4947, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1085, prior_entropy: 2.585, ram_hours: 0, recall: 0.1085, relative_absolute_error: 1.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627, run_cpu_time: 5.4014,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61042.6722, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146, run_cpu_time: 6.6586,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.0835, kappa: 0.0529, kb_relative_information_score: 108498.0138, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1105, predictive_accuracy: 0.1475, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1475, relative_absolute_error: 0.9472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4129, root_relative_squared_error: 1.3764, run_cpu_time: 17.3244,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.025, kappa: 0.0023, kb_relative_information_score: 18.799, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0154, predictive_accuracy: 0.1114, prior_entropy: 2.585, recall: 0.1114, relative_absolute_error: 1.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5443, root_relative_squared_error: 1.4604, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.0291, kappa: 0.0099, kb_relative_information_score: -1570.2729, mean_absolute_error: 0.3939, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.3158, predictive_accuracy: 0.0154, prior_entropy: 2.3219, ram_hours: 0, recall: 0.0154, relative_absolute_error: 1.2308, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.6276, root_relative_squared_error: 1.569, run_cpu_time: 0.0715,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5766, f_measure: 0.4559, kappa: 0.1443, kb_relative_information_score: 20, mean_absolute_error: 0.4519, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.7705, predictive_accuracy: 0.5481, prior_entropy: 1, recall: 0.5481, relative_absolute_error: 0.9038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3445, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4893, f_measure: 0.6815, kappa: -0.0241, kb_relative_information_score: 63, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.664, predictive_accuracy: 0.7032, prior_entropy: 1, recall: 0.7032, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.0895,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4386, f_measure: 0.4435, kappa: -0.1249, kb_relative_information_score: -12, mean_absolute_error: 0.5484, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4411, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7405, root_relative_squared_error: 1.4811, run_cpu_time: 0.0009,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5131, f_measure: 0.0967, kappa: 0.0228, kb_relative_information_score: 39.8803, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.2325, predictive_accuracy: 0.1913, prior_entropy: 2.585, recall: 0.1913, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.3932,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4643, f_measure: 0.8667, kappa: -0.0714, kb_relative_information_score: 11, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8667, predictive_accuracy: 0.8667, prior_entropy: 1, ram_hours: 0, recall: 0.8667, relative_absolute_error: 0.2667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3651, root_relative_squared_error: 0.7303, run_cpu_time: 0.0006,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.04,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4969, kb_relative_information_score: 33361, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.407, predictive_accuracy: 0.6379, prior_entropy: 1, ram_hours: 0, recall: 0.6379, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2034, run_cpu_time: 3.0101,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.9649, kappa: 0.6308, kb_relative_information_score: 371824, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 1, ram_hours: 0, recall: 0.9649, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.375, run_cpu_time: 77.77,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, ram_hours: 0, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003, run_cpu_time: 0.244,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.691, kappa: 0.3043, kb_relative_information_score: 387372, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6891, predictive_accuracy: 0.6937, prior_entropy: 1, ram_hours: 0, recall: 0.6937, relative_absolute_error: 0.6126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1069, run_cpu_time: 8.3684,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5443, f_measure: 0.1001, kappa: 0.0887, kb_relative_information_score: 142547.8777, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0911, predictive_accuracy: 0.1801, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1801, relative_absolute_error: 0.911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.405, root_relative_squared_error: 1.3498, run_cpu_time: 16.9579,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.8219, kappa: 0.616, kb_relative_information_score: 645700, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8215, predictive_accuracy: 0.8229, prior_entropy: 1, ram_hours: 0, recall: 0.8229, relative_absolute_error: 0.3543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4209, root_relative_squared_error: 0.8418, run_cpu_time: 8.7965,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5021, f_measure: 0.0461, kappa: 0.0039, kb_relative_information_score: 24989.264, mean_absolute_error: 0.295, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0379, predictive_accuracy: 0.115, prior_entropy: 2.585, ram_hours: 0, recall: 0.115, relative_absolute_error: 1.062, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5431, root_relative_squared_error: 1.4574, run_cpu_time: 3.2751,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335, run_cpu_time: 1.94,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.7826, kappa: 0.5598, kb_relative_information_score: 565166, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7826, prior_entropy: 1, ram_hours: 0, recall: 0.7826, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4663, root_relative_squared_error: 0.9326, run_cpu_time: 5.47,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5979, kappa: 0.0437, kb_relative_information_score: 195378, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5982, predictive_accuracy: 0.5977, prior_entropy: 1, ram_hours: 0, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6343, root_relative_squared_error: 1.2686, run_cpu_time: 7.4104,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.3667, kappa: 0.3287, kb_relative_information_score: 414414.696, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3423, predictive_accuracy: 0.4685, prior_entropy: 2.585, ram_hours: 0, recall: 0.4685, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1294, run_cpu_time: 8.98,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9139, kappa: 0.8099, kb_relative_information_score: 829688, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1, ram_hours: 0, recall: 0.9148, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836, run_cpu_time: 3.4487,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1297, kappa: -0, kb_relative_information_score: 380.7258, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.0836, predictive_accuracy: 0.2891, prior_entropy: 3.3219, recall: 0.2891, relative_absolute_error: 0.7899, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3771, root_relative_squared_error: 1.2569, run_cpu_time: 0.07,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.505, f_measure: 0.1791, kappa: 0.01, kb_relative_information_score: 14.093, mean_absolute_error: 0.4415, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.2734, predictive_accuracy: 0.3377, prior_entropy: 1.585, recall: 0.3377, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6645, root_relative_squared_error: 1.4095, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.228, kb_relative_information_score: 34.191, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.3418, predictive_accuracy: 0.3864, prior_entropy: 2, recall: 0.3864, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.2792, run_cpu_time: 0.04,
Jan van Rijn 11 years ago
ran flow moa.SGD(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 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17679.217, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,
Jan van Rijn 9 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: number expected, read Token[groupB], line 11
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.2739, kappa: 0.0003, kb_relative_information_score: 12723.2794, mean_absolute_error: 0.1072, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.2656, predictive_accuracy: 0.3035, prior_entropy: 3.7004, recall: 0.3035, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.3274, root_relative_squared_error: 1.2285,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 31
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.2521, kappa: 0.173, kb_relative_information_score: 198517.4883, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.2328, predictive_accuracy: 0.3639, prior_entropy: 2.585, recall: 0.3639, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4605, root_relative_squared_error: 1.2356,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.6354, kappa: 0.0003, kb_relative_information_score: 271062, mean_absolute_error: 0.3645, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6352, predictive_accuracy: 0.6355, prior_entropy: 1, recall: 0.6355, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6037, root_relative_squared_error: 1.2074,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6768, f_measure: 0.511, kappa: 0.3655, kb_relative_information_score: 457137.635, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4552, predictive_accuracy: 0.6035, prior_entropy: 1.585, recall: 0.6035, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0907,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.6943, kappa: 0.0875, kb_relative_information_score: 393602, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6918, predictive_accuracy: 0.6968, prior_entropy: 1, recall: 0.6968, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5506, root_relative_squared_error: 1.1013,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.839, kappa: 0.6773, kb_relative_information_score: 676338, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8514, predictive_accuracy: 0.8382, prior_entropy: 1, recall: 0.8382, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8046,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.0196, kappa: 0.0013, kb_relative_information_score: 50138.9367, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.1183, predictive_accuracy: 0.0985, prior_entropy: 3.1699, recall: 0.0985, relative_absolute_error: 1.0142, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4476, root_relative_squared_error: 1.4242,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5504, f_measure: 0.1673, kappa: 0.1062, kb_relative_information_score: 205206.7325, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1591, predictive_accuracy: 0.2786, prior_entropy: 2.585, recall: 0.2786, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4904, root_relative_squared_error: 1.3158,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.875, kappa: -0, kb_relative_information_score: 830872, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.838, predictive_accuracy: 0.9154, prior_entropy: 1, recall: 0.9154, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.5816,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0151, kb_relative_information_score: 54682.4296, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0908, prior_entropy: 3.4594, recall: 0.0908, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, f_measure: 0.2498, kappa: 0.2173, kb_relative_information_score: 258147.1907, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2402, predictive_accuracy: 0.3267, prior_entropy: 2.585, recall: 0.3267, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4738, root_relative_squared_error: 1.2712,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5677, f_measure: 0.9928, kappa: 0.1998, kb_relative_information_score: 992990.3603, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9924, predictive_accuracy: 0.9949, prior_entropy: 1.585, recall: 0.9949, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1239,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5166, f_measure: 0.1189, kappa: 0.0308, kb_relative_information_score: 84056.5056, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1041, predictive_accuracy: 0.1956, prior_entropy: 2.3219, recall: 0.1956, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5672, root_relative_squared_error: 1.4181,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6995, kappa: -0, kb_relative_information_score: 583158, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6266, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.4168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4565, root_relative_squared_error: 0.9131,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5625, f_measure: 0.6478, kappa: 0.1259, kb_relative_information_score: 298158, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6466, predictive_accuracy: 0.6491, prior_entropy: 1, recall: 0.6491, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5924, root_relative_squared_error: 1.1848,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0002, kb_relative_information_score: 18249.825, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1089, prior_entropy: 2.585, recall: 0.1089, relative_absolute_error: 1.0693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.545, root_relative_squared_error: 1.4624,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0221, kappa: -0.0007, kb_relative_information_score: 17311.1292, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1081, prior_entropy: 2.585, recall: 0.1081, relative_absolute_error: 1.0703, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5453, root_relative_squared_error: 1.4631,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.022, kappa: -0.0004, kb_relative_information_score: 18167.1933, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1088, prior_entropy: 2.585, recall: 0.1088, relative_absolute_error: 1.0694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.545, root_relative_squared_error: 1.4625,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0221, kappa: -0.0003, kb_relative_information_score: 17979.8949, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1087, prior_entropy: 2.585, recall: 0.1087, relative_absolute_error: 1.0696, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4626,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.0036, kappa: 0.0004, kb_relative_information_score: 27189.6796, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0397, predictive_accuracy: 0.0388, prior_entropy: 4.7004, recall: 0.0388, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.414,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.7921, kappa: 0.5832, kb_relative_information_score: 584576, mean_absolute_error: 0.2077, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 1, recall: 0.7923, relative_absolute_error: 0.4154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4558, root_relative_squared_error: 0.9115,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.008, kappa: 0.0029, kb_relative_information_score: 29619.5826, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0391, predictive_accuracy: 0.0412, prior_entropy: 4.7004, recall: 0.0412, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2716, root_relative_squared_error: 1.4122,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0001, kb_relative_information_score: -7183.6846, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0061, prior_entropy: 4.585, recall: 0.0061, relative_absolute_error: 1.0371, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.2878, root_relative_squared_error: 1.4402,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8508, kappa: 0.701, kb_relative_information_score: 701838, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8509, predictive_accuracy: 0.8509, prior_entropy: 1, recall: 0.8509, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.7722,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.8265, kappa: 0.6522, kb_relative_information_score: 652922, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8265, predictive_accuracy: 0.8265, prior_entropy: 1, recall: 0.8265, relative_absolute_error: 0.3471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.8332,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kappa: 0, kb_relative_information_score: 26820.2857, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0211, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0028, kb_relative_information_score: 26819.2737, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0384, prior_entropy: 4.7004, recall: 0.0384, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4143,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.022, kappa: -0.0002, kb_relative_information_score: 18266.3513, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1089, prior_entropy: 2.585, recall: 0.1089, relative_absolute_error: 1.0693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.545, root_relative_squared_error: 1.4624,