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Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.8552, kappa: 0.8033, kb_relative_information_score: 0.7888, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.1828, number_of_instances: 3360, precision: 0.861, predictive_accuracy: 0.8565, prior_entropy: 2.1906, recall: 0.8565, relative_absolute_error: 0.2364, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.5448, scimark_benchmark: 1151.6476,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set colic
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, kappa: 0.1106, kb_relative_information_score: 0.2861, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 1174.2561,
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.6384, kappa: 0.5071, kb_relative_information_score: 0.2073, mean_absolute_error: 0.3852, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7126, predictive_accuracy: 0.6706, prior_entropy: 1.5849, recall: 0.6706, relative_absolute_error: 0.8668, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8848, scimark_benchmark: 1154.7049,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, kb_relative_information_score: 0.0001, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, predictive_accuracy: 0.3384, prior_entropy: 1.5849, recall: 0.3384, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, scimark_benchmark: 1179.8954,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.7898, kappa: 0.7029, kb_relative_information_score: 0.7243, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8349, predictive_accuracy: 0.8016, prior_entropy: 1.5849, recall: 0.8016, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.7112, scimark_benchmark: 1172.8113,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set autos
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.88, kappa: 0.8672, kb_relative_information_score: 0.8151, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8799, predictive_accuracy: 0.8805, prior_entropy: 3.3219, recall: 0.8805, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.142, root_relative_squared_error: 0.4734, scimark_benchmark: 1175.6796,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set ecoli
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8832, kappa: 0.8493, kb_relative_information_score: 850689.4343, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8834, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4598, run_cpu_time: 4341.2,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8092, kappa: 0.7793, kb_relative_information_score: 773448.6321, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8147, predictive_accuracy: 0.8108, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.8108, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.5606, run_cpu_time: 5388.52,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.5858, kappa: 0.4554, kb_relative_information_score: 427027.4144, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5864, predictive_accuracy: 0.5912, prior_entropy: 2, ram_hours: 0.0008, recall: 0.5912, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.8298, run_cpu_time: 5508.45,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9415, kappa: 0.8716, kb_relative_information_score: 800205.3664, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9418, predictive_accuracy: 0.9419, prior_entropy: 1, ram_hours: 0.0008, recall: 0.9419, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4273, run_cpu_time: 5692.98,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.9317, f_measure: 0.8493, kappa: 0.7015, kb_relative_information_score: 801743.2312, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.8527, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8527, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.518, run_cpu_time: 4663.63,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.834, kappa: 0.6686, kb_relative_information_score: 756921.7937, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8364, predictive_accuracy: 0.8343, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8343, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.5664, run_cpu_time: 5081.55,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8765, kappa: 0.6018, kb_relative_information_score: 704108.2899, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8878, prior_entropy: 1, ram_hours: 0.001, recall: 0.8878, relative_absolute_error: 0.3121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.5702, run_cpu_time: 6197.26,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.964, kappa: 0.928, kb_relative_information_score: 911415.6492, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, ram_hours: 0.0011, recall: 0.9641, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3159, run_cpu_time: 6595.45,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.9178, f_measure: 0.8411, kappa: 0.6581, kb_relative_information_score: 798167.4905, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8463, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8463, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.5256, run_cpu_time: 3963.3,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 533954.9147, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9223, prior_entropy: 2.8074, ram_hours: 0.0013, recall: 0.9223, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.3558, run_cpu_time: 5671.17,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9162, kappa: 0.8969, kb_relative_information_score: 904900.4445, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9182, predictive_accuracy: 0.9216, prior_entropy: 2.8074, ram_hours: 0.0007, recall: 0.9216, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.3633, run_cpu_time: 4773.87,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8193, f_measure: 0.9094, kappa: 0.0043, kb_relative_information_score: 821290.2468, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.905, predictive_accuracy: 0.9387, prior_entropy: 1, ram_hours: 0.0015, recall: 0.9387, relative_absolute_error: 0.1937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4505, run_cpu_time: 8333.85,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8554, kappa: 0.7388, kb_relative_information_score: 776740.2347, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8683, predictive_accuracy: 0.8654, prior_entropy: 2, ram_hours: 0.001, recall: 0.8654, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.519, run_cpu_time: 6864.12,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9162, kappa: 0.8969, kb_relative_information_score: 904900.4445, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9182, predictive_accuracy: 0.9216, prior_entropy: 2.8074, ram_hours: 0.0007, recall: 0.9216, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.3633, run_cpu_time: 4788.95,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.9226, f_measure: 0.8638, kappa: 0.7242, kb_relative_information_score: 584707.6729, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8638, predictive_accuracy: 0.8639, prior_entropy: 1, ram_hours: 0.0007, recall: 0.8639, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.6504, run_cpu_time: 4482.09,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.5036, kappa: 0.4537, kb_relative_information_score: 439608.3107, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5108, predictive_accuracy: 0.5033, prior_entropy: 3.4594, ram_hours: 0.0007, recall: 0.5033, relative_absolute_error: 0.7641, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.8512, run_cpu_time: 5001.26,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8554, kappa: 0.7388, kb_relative_information_score: 776740.2347, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8683, predictive_accuracy: 0.8654, prior_entropy: 2, ram_hours: 0.001, recall: 0.8654, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.519, run_cpu_time: 6767.04,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8397, kappa: 0.7932, kb_relative_information_score: 786242.1676, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8402, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8402, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.5389, run_cpu_time: 4831.75,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8928, kappa: 0.8617, kb_relative_information_score: 863848.364, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.893, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.893, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.4405, run_cpu_time: 4500.46,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.7599, f_measure: 0.6746, kappa: 0.1978, kb_relative_information_score: 340907.7221, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7237, predictive_accuracy: 0.7323, prior_entropy: 1, ram_hours: 0.0011, recall: 0.7323, relative_absolute_error: 0.6864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8373, run_cpu_time: 6859.43,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.3739, kappa: 0.3543, kb_relative_information_score: 414711.6167, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3989, predictive_accuracy: 0.3791, prior_entropy: 4.7004, ram_hours: 0.0008, recall: 0.3791, relative_absolute_error: 0.8137, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.8967, run_cpu_time: 5156.75,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.7599, f_measure: 0.6746, kappa: 0.1978, kb_relative_information_score: 340907.7221, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7237, predictive_accuracy: 0.7323, prior_entropy: 1, ram_hours: 0.0011, recall: 0.7323, relative_absolute_error: 0.6864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8373, run_cpu_time: 7009.34,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(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: 0.942, f_measure: 0.8653, kappa: 0.7266, kb_relative_information_score: 603694.6106, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8689, predictive_accuracy: 0.8664, prior_entropy: 1, ram_hours: 0.0006, recall: 0.8664, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.6258, run_cpu_time: 4586.53,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.8137, kappa: 0.7956, kb_relative_information_score: 807838.6044, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8262, predictive_accuracy: 0.8161, prior_entropy: 3.3219, ram_hours: 0.0008, recall: 0.8161, relative_absolute_error: 0.2847, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.5304, run_cpu_time: 5161.76,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8557, kappa: 0.6888, kb_relative_information_score: 543220.6225, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8567, prior_entropy: 1, ram_hours: 0.0013, recall: 0.8567, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.6584, run_cpu_time: 8010.12,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 4301.04,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 5024.36,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.6502, kappa: 0.558, kb_relative_information_score: 614572.1666, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6617, predictive_accuracy: 0.69, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.69, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.7005, run_cpu_time: 4127.44,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8935, kappa: 0.8625, kb_relative_information_score: 865101.2136, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8944, predictive_accuracy: 0.8937, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8937, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4387, run_cpu_time: 3780.15,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8338, kappa: 0.6681, kb_relative_information_score: 756387.3605, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8363, predictive_accuracy: 0.8341, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8341, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.567, run_cpu_time: 5070.15,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8935, kappa: 0.8625, kb_relative_information_score: 865101.2136, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8944, predictive_accuracy: 0.8937, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8937, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4387, run_cpu_time: 4344.73,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 3822.66,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4427.78,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.8897, kappa: 0.8578, kb_relative_information_score: 860063.1302, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8903, predictive_accuracy: 0.8899, prior_entropy: 2.3219, ram_hours: 0.0006, recall: 0.8899, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.4461, run_cpu_time: 4495.97,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6517, kappa: 0.5571, kb_relative_information_score: 617286.0632, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6725, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.6915, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.26, root_relative_squared_error: 0.6977, run_cpu_time: 4232.16,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6517, kappa: 0.5571, kb_relative_information_score: 617286.0632, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6725, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.6915, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.26, root_relative_squared_error: 0.6977, run_cpu_time: 4164.42,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6517, kappa: 0.5571, kb_relative_information_score: 617286.0632, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6725, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.6915, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.26, root_relative_squared_error: 0.6977, run_cpu_time: 4222.92,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6517, kappa: 0.5571, kb_relative_information_score: 617286.0632, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6725, predictive_accuracy: 0.6915, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.6915, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.26, root_relative_squared_error: 0.6977, run_cpu_time: 4373.22,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8976, kappa: 0.7899, kb_relative_information_score: 32119.5394, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 1, ram_hours: 0, recall: 0.898, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.277, root_relative_squared_error: 0.554, run_cpu_time: 11.2429,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.885, kappa: 0, kb_relative_information_score: 770048, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.885, predictive_accuracy: 0.885, prior_entropy: 1, ram_hours: 0, recall: 0.885, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6782, run_cpu_time: 12.42,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.541, f_measure: 0.5541, kappa: 0.0828, kb_relative_information_score: 113886, mean_absolute_error: 0.4431, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5525, predictive_accuracy: 0.5569, prior_entropy: 1, ram_hours: 0, recall: 0.5569, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6656, root_relative_squared_error: 1.3313, run_cpu_time: 14.93,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.0506, kappa: -0.0009, kb_relative_information_score: 8734.4805, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0722, predictive_accuracy: 0.1037, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1037, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 0.9999, run_cpu_time: 16.84,
Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.4991, f_measure: 0.5522, kappa: -0.0018, kb_relative_information_score: 104400, mean_absolute_error: 0.4478, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5522, predictive_accuracy: 0.5522, prior_entropy: 1, ram_hours: 0, recall: 0.5522, relative_absolute_error: 0.8956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6692, root_relative_squared_error: 1.3384, run_cpu_time: 11.42,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.9243, kappa: 0.8485, kb_relative_information_score: 848514, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9248, predictive_accuracy: 0.9243, prior_entropy: 1, ram_hours: 0, recall: 0.9243, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.5495, run_cpu_time: 10.99,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7613, f_measure: 0.7623, kappa: 0.5226, kb_relative_information_score: 524646, mean_absolute_error: 0.2377, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7624, predictive_accuracy: 0.7623, prior_entropy: 1, ram_hours: 0, recall: 0.7623, relative_absolute_error: 0.4754, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4875, root_relative_squared_error: 0.975, run_cpu_time: 22.02,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.8874, kappa: 0.7744, kb_relative_information_score: 667191.3131, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0, recall: 0.8876, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5824, run_cpu_time: 40.34,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(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: 0.9429, f_measure: 0.8682, kappa: 0.6705, kb_relative_information_score: 849765.71, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8674, predictive_accuracy: 0.8701, prior_entropy: 2.585, ram_hours: 0, recall: 0.8701, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.4685, run_cpu_time: 55.63,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.4451, kappa: 0.4268, kb_relative_information_score: 167176.9945, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4603, predictive_accuracy: 0.4488, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4488, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.9762, run_cpu_time: 128.39,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.8533, kappa: 0.6998, kb_relative_information_score: 32018, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8533, predictive_accuracy: 0.8533, prior_entropy: 1, ram_hours: 0, recall: 0.8533, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, run_cpu_time: 0.25,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27869.6625, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0016, predictive_accuracy: 0.0395, prior_entropy: 4.7004, ram_hours: 0.002, 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: 1.4131, run_cpu_time: 72.5,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6813, f_measure: 0.5353, kappa: 0.2896, kb_relative_information_score: 325205.0891, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5186, predictive_accuracy: 0.5711, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5711, relative_absolute_error: 0.5278, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.315, root_relative_squared_error: 0.9001, run_cpu_time: 9.07,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.2285, kappa: 0.0032, kb_relative_information_score: 141341.5623, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2318, predictive_accuracy: 0.246, prior_entropy: 2.3219, ram_hours: 0, recall: 0.246, relative_absolute_error: 0.9425, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.549, root_relative_squared_error: 1.3726, run_cpu_time: 6.68,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.7621, kappa: 0.408, kb_relative_information_score: 419020.5634, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7691, predictive_accuracy: 0.7792, prior_entropy: 1, ram_hours: 0, recall: 0.7792, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 11.17,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.2514, kappa: 0.0001, kb_relative_information_score: 187717.7184, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2025, predictive_accuracy: 0.4225, prior_entropy: 2.585, ram_hours: 0, recall: 0.4225, relative_absolute_error: 0.9135, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3545, root_relative_squared_error: 0.9513, run_cpu_time: 10.51,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8844, kappa: 0.7541, kb_relative_information_score: 621537.0996, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8863, predictive_accuracy: 0.8858, prior_entropy: 1, ram_hours: 0, recall: 0.8858, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.6338, run_cpu_time: 55.43,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.9471, f_measure: 0.875, kappa: 0.7466, kb_relative_information_score: 681346.8703, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8751, predictive_accuracy: 0.8752, prior_entropy: 1, ram_hours: 0, recall: 0.8752, relative_absolute_error: 0.3358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.6012, run_cpu_time: 9.5,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8844, kappa: 0.7541, kb_relative_information_score: 621537.0996, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8863, predictive_accuracy: 0.8858, prior_entropy: 1, ram_hours: 0, recall: 0.8858, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.6338, run_cpu_time: 50.84,
Jan van Rijn 10 years ago
ran flow weka.REPTree(1) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9554, kappa: 0.9479, kb_relative_information_score: 21806.1125, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.2449, number_of_instances: 23100, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 2.8074, recall: 0.9553, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.3026, scimark_benchmark: 1933.4552,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Supervised Classification on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.6781, kappa: 0.1998, kb_relative_information_score: 654.3355, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4183, number_of_instances: 2860, precision: 0.6729, predictive_accuracy: 0.7, prior_entropy: 0.8796, recall: 0.7, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1984, scimark_benchmark: 1793.0039,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.2907, kb_relative_information_score: 0.8296, mean_absolute_error: 0.3801, mean_prior_absolute_error: 0.3798, number_of_instances: 3125, precision: 0.2123, predictive_accuracy: 0.4608, prior_entropy: 1.3212, recall: 0.4608, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.4356, root_relative_squared_error: 1, scimark_benchmark: 1770.0235,
Jan van Rijn 10 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, 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: 0.0154, 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: 657.96,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Supervised Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.5678, kappa: 0.479, kb_relative_information_score: 15.5252, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.2263, number_of_instances: 67, precision: 0.5776, predictive_accuracy: 0.5821, prior_entropy: 2.3268, recall: 0.5821, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3398, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.9236, scimark_benchmark: 1950.3871,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Supervised Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, f_measure: 0.6222, kappa: 0.0615, kb_relative_information_score: 717.2595, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4202, number_of_instances: 5000, precision: 0.6119, predictive_accuracy: 0.6646, prior_entropy: 0.8818, recall: 0.6646, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.4583, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.2638, scimark_benchmark: 1928.2667,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Supervised Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.4, kappa: -0.2, kb_relative_information_score: 2.0358, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.4, predictive_accuracy: 0.4, prior_entropy: 1, recall: 0.4, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1921.6314,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9893, kappa: 0.9785, kb_relative_information_score: 906970.9793, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9893, predictive_accuracy: 0.9893, prior_entropy: 1, ram_hours: 0.0038, recall: 0.9893, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.2208, run_cpu_time: 198.24,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4989, f_measure: 0.5802, kappa: -0, kb_relative_information_score: 199314.2217, mean_absolute_error: 0.4177, 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: 0.8354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.457, root_relative_squared_error: 0.914, run_cpu_time: 8.51,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5093, f_measure: 0.1687, kappa: 0.0188, kb_relative_information_score: 118272.2241, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1826, predictive_accuracy: 0.2698, prior_entropy: 2, ram_hours: 0, recall: 0.2698, relative_absolute_error: 0.9736, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6042, root_relative_squared_error: 1.3954, run_cpu_time: 10.4,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9888, kappa: 0.9776, kb_relative_information_score: 972663.4372, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 1, ram_hours: 0, recall: 0.9888, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.1903, run_cpu_time: 31.71,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, f_measure: 0.8933, kappa: 0.0891, kb_relative_information_score: 909614.6321, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8755, predictive_accuracy: 0.9259, prior_entropy: 2, ram_hours: 0, recall: 0.9259, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4454, run_cpu_time: 9.46,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.6514, kappa: 0.5414, kb_relative_information_score: 525783.5073, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6473, predictive_accuracy: 0.6631, prior_entropy: 2.585, ram_hours: 0.1038, recall: 0.6631, relative_absolute_error: 0.6093, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.7592, run_cpu_time: 788.54,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Supervised Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6557, kb_relative_information_score: -1.2117, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1344, number_of_instances: 1000000, precision: 0.5769, predictive_accuracy: 0.7595, prior_entropy: 1.2038, recall: 0.7595, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2592, root_mean_squared_error: 0.2592, root_relative_squared_error: 1, scimark_benchmark: 1959.0704,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(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: 0.857, f_measure: 0.7814, kappa: 0.5589, kb_relative_information_score: 433878.249, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7826, predictive_accuracy: 0.781, prior_entropy: 1, ram_hours: 0, recall: 0.781, relative_absolute_error: 0.5969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3892, root_relative_squared_error: 0.7785, run_cpu_time: 65.27,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(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 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.5596, kappa: 0.3105, kb_relative_information_score: 241686.9427, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5443, predictive_accuracy: 0.5809, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5809, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.8988, run_cpu_time: 12.25,
Jan van Rijn 10 years ago
ran flow weka.DecisionStump(1) on task Supervised Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: end of line expected, read Token[nominal], line 1
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8035, kappa: 0.7465, kb_relative_information_score: 703834.4313, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.806, predictive_accuracy: 0.8055, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8055, relative_absolute_error: 0.3756, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.5762, run_cpu_time: 127.96,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.251, kappa: 0.0009, kb_relative_information_score: 95552.7588, mean_absolute_error: 0.3745, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.251, predictive_accuracy: 0.251, prior_entropy: 2, ram_hours: 0, recall: 0.251, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.612, root_relative_squared_error: 1.4133, run_cpu_time: 12.38,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 0.8355, f_measure: 0.7831, kappa: 0.5085, kb_relative_information_score: 507641.6161, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7822, predictive_accuracy: 0.7866, prior_entropy: 1, ram_hours: 0.0019, recall: 0.7866, relative_absolute_error: 0.5074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.397, root_relative_squared_error: 0.794, run_cpu_time: 116.29,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9223, kappa: 0.7616, kb_relative_information_score: 792974.0943, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9218, predictive_accuracy: 0.9234, prior_entropy: 1, ram_hours: 0, recall: 0.9234, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.483, run_cpu_time: 50.11,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.2808, kappa: 0.0046, kb_relative_information_score: 825505.5657, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.2209, predictive_accuracy: 0.4497, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4497, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.814, run_cpu_time: 40.92,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Supervised Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: end of line expected, read Token[nominal], line 1
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.8914, kappa: 0.7273, kb_relative_information_score: 861846.6489, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.8788, prior_entropy: 2.585, ram_hours: 0, recall: 0.8788, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4782, run_cpu_time: 32.49,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9222, kappa: 0.8444, kb_relative_information_score: 911421.243, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9222, predictive_accuracy: 0.9222, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9222, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.441, run_cpu_time: 5.85,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589, run_cpu_time: 27.4,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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: 0.7646, f_measure: 0.7378, kappa: 0.3555, kb_relative_information_score: 417630.4315, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7349, predictive_accuracy: 0.7476, prior_entropy: 1, ram_hours: 0, recall: 0.7476, relative_absolute_error: 0.6024, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4229, root_relative_squared_error: 0.8457, run_cpu_time: 6.94,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9524, kappa: 0.9048, kb_relative_information_score: 862820.424, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9532, predictive_accuracy: 0.9524, prior_entropy: 1, ram_hours: 0.0009, recall: 0.9524, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.3892, run_cpu_time: 173.86,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9105, kappa: 0.8329, kb_relative_information_score: 740745.6201, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9105, predictive_accuracy: 0.9109, prior_entropy: 2, ram_hours: 0.0002, recall: 0.9109, relative_absolute_error: 0.3758, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.219, root_relative_squared_error: 0.5059, run_cpu_time: 97.75,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6539, f_measure: 0.6261, kappa: 0.2532, kb_relative_information_score: 573615.9286, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6273, predictive_accuracy: 0.6266, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6266, relative_absolute_error: 0.4981, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.848, run_cpu_time: 7.92,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: -290724, mean_absolute_error: 0.6454, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1257, predictive_accuracy: 0.3545, prior_entropy: 1, ram_hours: 0.0021, recall: 0.3545, relative_absolute_error: 1.2907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8032, root_relative_squared_error: 1.6064, run_cpu_time: 75.4,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(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: 0.2207, 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: 1828.97,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(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: 0.1872, 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: 1562.52,