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Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3954, kb_relative_information_score: 108648, mean_absolute_error: 0.4457, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3073, predictive_accuracy: 0.5543, prior_entropy: 1, ram_hours: 0, recall: 0.5543, relative_absolute_error: 0.8914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6676, root_relative_squared_error: 1.3352, run_cpu_time: 7.82,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.018, kb_relative_information_score: 58331.9813, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0099, predictive_accuracy: 0.0995, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0995, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4146, run_cpu_time: 22.63,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3796, kb_relative_information_score: 477144.7374, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2925, predictive_accuracy: 0.5408, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5408, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4286, root_relative_squared_error: 1.0714, run_cpu_time: 7.77,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2907, kb_relative_information_score: 163.6233, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.2123, predictive_accuracy: 0.4608, prior_entropy: 1.585, recall: 0.4608, relative_absolute_error: 0.8088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5996, root_relative_squared_error: 1.2718, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1896, kb_relative_information_score: -99, mean_absolute_error: 0.641, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.1289, predictive_accuracy: 0.359, prior_entropy: 1, recall: 0.359, relative_absolute_error: 1.2821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8006, root_relative_squared_error: 1.6013, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0181, kb_relative_information_score: 2296.472, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.0099, predictive_accuracy: 0.0997, prior_entropy: 4.1699, 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: 0.33,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, kb_relative_information_score: -14, mean_absolute_error: 0.7188, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1.4375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8478, root_relative_squared_error: 1.6956, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 6.8,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8854, kb_relative_information_score: 906511.4834, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8512, predictive_accuracy: 0.9226, prior_entropy: 2, ram_hours: 0, recall: 0.9226, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4544, run_cpu_time: 11.58,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11799.3735, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0296, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0296, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4313, run_cpu_time: 19.33,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2515, kb_relative_information_score: -154046, mean_absolute_error: 0.577, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1789, predictive_accuracy: 0.423, prior_entropy: 1, ram_hours: 0, recall: 0.423, relative_absolute_error: 1.154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7596, root_relative_squared_error: 1.5192, run_cpu_time: 17.41,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228664, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, ram_hours: 0, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676, run_cpu_time: 3.92,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.0393, kb_relative_information_score: 63934.1209, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0226, predictive_accuracy: 0.1504, prior_entropy: 2.585, ram_hours: 0, recall: 0.1504, relative_absolute_error: 1.0195, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5322, root_relative_squared_error: 1.428, run_cpu_time: 7.13,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 7.09,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4573, kb_relative_information_score: 211896, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3672, predictive_accuracy: 0.6059, prior_entropy: 1, ram_hours: 0, recall: 0.6059, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6277, root_relative_squared_error: 1.2555, run_cpu_time: 26.49,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5284, kb_relative_information_score: 325554, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4393, predictive_accuracy: 0.6628, prior_entropy: 1, ram_hours: 0, recall: 0.6628, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5807, root_relative_squared_error: 1.1614, run_cpu_time: 11.34,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95177.2204, mean_absolute_error: 0.3747, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0628, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0, recall: 0.2507, relative_absolute_error: 0.9991, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4136, run_cpu_time: 10.24,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: 3122.0909, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3333, relative_absolute_error: 0.8333, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5164, root_relative_squared_error: 1.291, run_cpu_time: 0.0623,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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, ram_hours: 0, 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, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, kb_relative_information_score: 13, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, ram_hours: 0, recall: 0.9333, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5164, run_cpu_time: 0.0006,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: 1102.5053, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 2, ram_hours: 0, recall: 0.7002, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.8941, run_cpu_time: 0.0066,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set 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 41
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set spect_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.544, kb_relative_information_score: 28, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.5, number_of_instances: 80, precision: 0.4556, predictive_accuracy: 0.675, prior_entropy: 1, ram_hours: 0, recall: 0.675, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5701, root_relative_squared_error: 1.1402, run_cpu_time: 0.0016,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 0.0472,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0263,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8493, kb_relative_information_score: 4835.3577, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.8058, predictive_accuracy: 0.8977, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8977, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.5058, run_cpu_time: 0.0278,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, ram_hours: 0, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444, run_cpu_time: 0.2844,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, kb_relative_information_score: 400, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.0954, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: 13.093, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.4142, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3968, kb_relative_information_score: 30, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.3086, predictive_accuracy: 0.5556, prior_entropy: 1, 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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, kb_relative_information_score: -294, mean_absolute_error: 0.6534, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, recall: 0.3466, relative_absolute_error: 1.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8084, root_relative_squared_error: 1.6167, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0707, kb_relative_information_score: -91, mean_absolute_error: 0.7935, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.0426, predictive_accuracy: 0.2065, prior_entropy: 1, recall: 0.2065, relative_absolute_error: 1.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8908, root_relative_squared_error: 1.7816,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
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: 432, 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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3301, kb_relative_information_score: -1, mean_absolute_error: 0.503, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.2471, predictive_accuracy: 0.497, prior_entropy: 1, recall: 0.497, relative_absolute_error: 1.0059, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7092, root_relative_squared_error: 1.4184, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.159, kb_relative_information_score: 11.3548, mean_absolute_error: 0.4503, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.1053, predictive_accuracy: 0.3245, prior_entropy: 1.585, recall: 0.3245, relative_absolute_error: 1.0132, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6711, root_relative_squared_error: 1.4235, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3535, kb_relative_information_score: 292, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, number_of_instances: 8124, precision: 0.2683, predictive_accuracy: 0.518, prior_entropy: 1, recall: 0.518, relative_absolute_error: 0.9641, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6943, root_relative_squared_error: 1.3886, run_cpu_time: 0.16,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(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: 0.2154, kb_relative_information_score: 34.191, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.1493, 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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 1.737,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0916, kb_relative_information_score: 1032.4993, mean_absolute_error: 0.254, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.0567, predictive_accuracy: 0.2381, prior_entropy: 2.585, ram_hours: 0, recall: 0.2381, relative_absolute_error: 0.9143, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.504, root_relative_squared_error: 1.3522, run_cpu_time: 0.1035,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 557.7395, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0016, predictive_accuracy: 0.0395, prior_entropy: 4.7004, recall: 0.0395, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4135, run_cpu_time: 0.37,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1004, kb_relative_information_score: 80.4331, mean_absolute_error: 0.3747, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.0628, predictive_accuracy: 0.2506, prior_entropy: 2, recall: 0.2506, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4137, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -82.5625, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0001, predictive_accuracy: 0.0089, prior_entropy: 2.585, recall: 0.0089, relative_absolute_error: 1.1893, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.5423, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(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: 0.1484, kb_relative_information_score: 416.2816, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.0973, predictive_accuracy: 0.312, prior_entropy: 3.3219, recall: 0.312, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.2365, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 0.22,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.5802, kb_relative_information_score: 405646, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.494, predictive_accuracy: 0.7028, prior_entropy: 1, ram_hours: 0, recall: 0.7028, relative_absolute_error: 0.5944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.0903, run_cpu_time: 5.8,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4931, kb_relative_information_score: 584236.7541, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4031, predictive_accuracy: 0.6349, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6349, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.9554, run_cpu_time: 7.99,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 6.7,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1855, kb_relative_information_score: -291040, mean_absolute_error: 0.6455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1257, predictive_accuracy: 0.3545, prior_entropy: 1, ram_hours: 0, recall: 0.3545, relative_absolute_error: 1.291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8034, root_relative_squared_error: 1.6069, run_cpu_time: 8.62,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801, run_cpu_time: 7.4435,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0196, kb_relative_information_score: 63049.3933, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0108, predictive_accuracy: 0.104, prior_entropy: 3.3219, ram_hours: 0, recall: 0.104, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.411, run_cpu_time: 8.3365,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0, recall: 0.6998, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959, run_cpu_time: 10.19,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2504, kb_relative_information_score: -156124, mean_absolute_error: 0.5781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.178, predictive_accuracy: 0.4219, prior_entropy: 1, ram_hours: 0, recall: 0.4219, relative_absolute_error: 1.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7603, root_relative_squared_error: 1.5206, run_cpu_time: 14.9986,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0152, kb_relative_information_score: 54872.7034, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.091, prior_entropy: 3.4594, ram_hours: 0, recall: 0.091, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141, run_cpu_time: 7.2996,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95248.4641, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4135, run_cpu_time: 12.21,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3973, kb_relative_information_score: 111892, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3091, predictive_accuracy: 0.5559, prior_entropy: 1, ram_hours: 0, recall: 0.5559, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6664, root_relative_squared_error: 1.3327, run_cpu_time: 6.97,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -16.2396, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1.1667, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.5275,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1711, kb_relative_information_score: 471.1156, mean_absolute_error: 0.4411, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.1145, predictive_accuracy: 0.3384, prior_entropy: 1.585, recall: 0.3384, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6641, root_relative_squared_error: 1.4088, run_cpu_time: 0.2,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.0182, kb_relative_information_score: 58878.9124, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 39.67,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0722, kb_relative_information_score: -582096, mean_absolute_error: 0.791, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0437, predictive_accuracy: 0.209, prior_entropy: 1, ram_hours: 0, recall: 0.209, relative_absolute_error: 1.5821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8894, root_relative_squared_error: 1.7788, run_cpu_time: 9.95,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.015, kb_relative_information_score: 54119.9262, mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0082, predictive_accuracy: 0.0903, prior_entropy: 3.4594, ram_hours: 0, recall: 0.0903, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4067, root_relative_squared_error: 1.4147, run_cpu_time: 11.38,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57426.3553, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4153, run_cpu_time: 32.42,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0183, kb_relative_information_score: 59030.5473, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 8.99,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348696.3873, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3965, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1867, run_cpu_time: 8.72,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886, run_cpu_time: 6.0748,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2742, kb_relative_information_score: -109796, mean_absolute_error: 0.5549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1981, predictive_accuracy: 0.4451, prior_entropy: 1, ram_hours: 0, recall: 0.4451, relative_absolute_error: 1.1098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7449, root_relative_squared_error: 1.4898, run_cpu_time: 7.2,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.0393, kb_relative_information_score: 63934.1209, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0226, predictive_accuracy: 0.1504, prior_entropy: 2.585, ram_hours: 0, recall: 0.1504, relative_absolute_error: 1.0195, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5322, root_relative_squared_error: 1.428, run_cpu_time: 8.47,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 7.05,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4665, kb_relative_information_score: 29746, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6217, root_relative_squared_error: 1.2434, run_cpu_time: 0.77,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0197, kb_relative_information_score: 63228.2178, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0109, predictive_accuracy: 0.1042, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4109, run_cpu_time: 9.53,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2249, kb_relative_information_score: 348381.2558, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.157, predictive_accuracy: 0.3962, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3962, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4153, root_relative_squared_error: 1.1869, run_cpu_time: 8.93,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3579, kb_relative_information_score: 43750, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2724, predictive_accuracy: 0.5219, prior_entropy: 1, ram_hours: 0, recall: 0.5219, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6915, root_relative_squared_error: 1.3829, run_cpu_time: 11.7,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0005, kb_relative_information_score: -187585.0301, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0, recall: 0.0165, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6195, run_cpu_time: 4.3221,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0196, kb_relative_information_score: 692.3345, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.0108, predictive_accuracy: 0.104, prior_entropy: 3.3219, recall: 0.104, relative_absolute_error: 0.9956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4111, run_cpu_time: 0.15,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6231, kb_relative_information_score: 144, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5407, predictive_accuracy: 0.7353, prior_entropy: 1, recall: 0.7353, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.029, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2487, kb_relative_information_score: -55, mean_absolute_error: 0.5797, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.1766, predictive_accuracy: 0.4203, prior_entropy: 1, recall: 0.4203, relative_absolute_error: 1.1594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7614, root_relative_squared_error: 1.5228,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5187, kb_relative_information_score: 217, mean_absolute_error: 0.3448, mean_prior_absolute_error: 0.5, number_of_instances: 699, precision: 0.4293, predictive_accuracy: 0.6552, prior_entropy: 1, recall: 0.6552, relative_absolute_error: 0.6896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5872, root_relative_squared_error: 1.1744, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0005, kb_relative_information_score: -187530.6918, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0166, prior_entropy: 2, ram_hours: 0, recall: 0.0166, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6194, run_cpu_time: 9.75,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1422, kb_relative_information_score: 233851.2763, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.3046, prior_entropy: 2.585, ram_hours: 0, recall: 0.3046, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4815, root_relative_squared_error: 1.2919, run_cpu_time: 13.25,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0358, kb_relative_information_score: 75097.4129, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0204, predictive_accuracy: 0.143, prior_entropy: 2.8074, ram_hours: 0, recall: 0.143, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.4141, run_cpu_time: 10.83,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3321, kb_relative_information_score: -2238, mean_absolute_error: 0.5011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2489, predictive_accuracy: 0.4989, prior_entropy: 1, ram_hours: 0, recall: 0.4989, relative_absolute_error: 1.0022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7079, root_relative_squared_error: 1.4158, run_cpu_time: 12.41,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.0182, kb_relative_information_score: 58952.1155, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 29.24,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9091, kb_relative_information_score: 877522, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, ram_hours: 0, recall: 0.9388, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.4949, run_cpu_time: 12.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176, run_cpu_time: 13.94,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0002, kb_relative_information_score: -91401.2992, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0094, prior_entropy: 2.585, ram_hours: 0, recall: 0.0094, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 13.25,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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, kb_relative_information_score: -76583.4082, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0024, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0024, relative_absolute_error: 1.1638, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.5257, run_cpu_time: 7.281,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2967, kb_relative_information_score: -67112, mean_absolute_error: 0.5336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2176, predictive_accuracy: 0.4664, prior_entropy: 1, ram_hours: 0, recall: 0.4664, relative_absolute_error: 1.0671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7304, root_relative_squared_error: 1.4609, run_cpu_time: 28.25,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2563, kb_relative_information_score: 11977.2483, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.183, predictive_accuracy: 0.4278, prior_entropy: 1.585, ram_hours: 0, recall: 0.4278, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6176, root_relative_squared_error: 1.3102, run_cpu_time: 0.25,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(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: 0.0002, kb_relative_information_score: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 7.0396,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1837, kb_relative_information_score: 33242.9586, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.1242, predictive_accuracy: 0.3524, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3524, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4301, root_relative_squared_error: 1.2292, run_cpu_time: 1.87,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27610.6873, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 5.5217,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3346, kb_relative_information_score: 396597.2701, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5011, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 5.29,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5759, kb_relative_information_score: 399174, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4894, predictive_accuracy: 0.6996, prior_entropy: 1, ram_hours: 0, recall: 0.6996, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5481, root_relative_squared_error: 1.0962, run_cpu_time: 10.5,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6725, kb_relative_information_score: 310.5535, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 2.8074, recall: 0.7718, relative_absolute_error: 0.2662, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.7296,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3583, kb_relative_information_score: 142, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 1, ram_hours: 0, recall: 0.5222, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6912, root_relative_squared_error: 1.3824, run_cpu_time: 0.04,