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Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.5249, kappa: 0.3742, kb_relative_information_score: 418650.0442, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5796, predictive_accuracy: 0.5281, prior_entropy: 2.3219, recall: 0.5281, relative_absolute_error: 0.6899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.39, root_relative_squared_error: 0.9749,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9445, kappa: 0.875, kb_relative_information_score: 382824.554, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9444, predictive_accuracy: 0.9445, prior_entropy: 1, recall: 0.9445, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.4292,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.5402, kb_relative_information_score: 37690.7493, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4884, root_relative_squared_error: 0.9768,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 996188.6253, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.006, root_relative_squared_error: 0.0121,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6301, f_measure: 0.2024, kappa: 0.1266, kb_relative_information_score: 205011.6376, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.2338, predictive_accuracy: 0.206, prior_entropy: 3.4594, recall: 0.206, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3029, root_relative_squared_error: 1.0536,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8905, kappa: 0.7592, kb_relative_information_score: 755643.2018, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8928, predictive_accuracy: 0.8922, prior_entropy: 1, recall: 0.8922, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.5991,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.3804, kb_relative_information_score: 477857.454, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, recall: 0.5414, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0707,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.7766, kappa: 0.5509, kb_relative_information_score: 515144.5776, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7767, predictive_accuracy: 0.7769, prior_entropy: 1, recall: 0.7769, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8243,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 996252.4051, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.006, root_relative_squared_error: 0.012,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.6931, kappa: 0.6268, kb_relative_information_score: 674603.3972, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7195, predictive_accuracy: 0.7117, prior_entropy: 2.585, recall: 0.7117, relative_absolute_error: 0.4178, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.6884,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.7292, kappa: 0.6995, kb_relative_information_score: 706175.4436, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7291, predictive_accuracy: 0.7296, prior_entropy: 3.3219, recall: 0.7296, relative_absolute_error: 0.3919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.6883,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_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: 0.7658, f_measure: 0.5524, kappa: 0.4189, kb_relative_information_score: 422991.3237, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5558, predictive_accuracy: 0.5567, prior_entropy: 2.3219, recall: 0.5567, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3551, root_relative_squared_error: 0.8878,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_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: 0.7859, f_measure: 0.9133, kappa: 0.0749, kb_relative_information_score: 836651.5958, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9058, predictive_accuracy: 0.9364, prior_entropy: 1, recall: 0.9364, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.4654,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_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, 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,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.8509, kappa: 0.703, kb_relative_information_score: 67764.6404, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8569, predictive_accuracy: 0.8515, prior_entropy: 1, recall: 0.8515, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7162,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.5102, kappa: 0.3624, kb_relative_information_score: 376780.9939, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5251, predictive_accuracy: 0.5129, prior_entropy: 2.3219, recall: 0.5129, relative_absolute_error: 0.748, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3692, root_relative_squared_error: 0.923,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5915, f_measure: 0.5745, kappa: 0.0559, kb_relative_information_score: 10297.8751, mean_absolute_error: 0.3718, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.5888, predictive_accuracy: 0.6412, prior_entropy: 1, recall: 0.6412, relative_absolute_error: 0.7435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5377, root_relative_squared_error: 1.0754,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.7856, kappa: 0.7564, kb_relative_information_score: 779131.2897, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7838, predictive_accuracy: 0.8052, prior_entropy: 2.585, recall: 0.8052, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.6202,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.8455, kappa: 0.691, kb_relative_information_score: 471773.6827, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8465, predictive_accuracy: 0.8454, prior_entropy: 1, recall: 0.8454, relative_absolute_error: 0.5723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3865, root_relative_squared_error: 0.773,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, f_measure: 0.6531, kappa: 0.001, kb_relative_information_score: 694925.8238, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6003, predictive_accuracy: 0.7507, prior_entropy: 2.585, recall: 0.7507, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.7446,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 582834.4238, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6652, predictive_accuracy: 0.7921, prior_entropy: 1, recall: 0.7921, relative_absolute_error: 0.4176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4554, root_relative_squared_error: 0.9107,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0266, kappa: -0, kb_relative_information_score: 59304.1198, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0149, predictive_accuracy: 0.1222, prior_entropy: 2.585, recall: 0.1222, relative_absolute_error: 1.0656, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4543, root_relative_squared_error: 1.2189,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8524, kappa: 0.6417, kb_relative_information_score: 841273.886, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.867, predictive_accuracy: 0.8525, prior_entropy: 2.585, recall: 0.8525, relative_absolute_error: 0.1829, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.5353,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6327, f_measure: 0.1977, kappa: 0.1406, kb_relative_information_score: 205168.805, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.2407, predictive_accuracy: 0.2453, prior_entropy: 3.1699, recall: 0.2453, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.312, root_relative_squared_error: 0.9926,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.7926, kappa: 0.7597, kb_relative_information_score: 754655.6179, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.794, prior_entropy: 2.8074, recall: 0.794, relative_absolute_error: 0.32, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.614,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 995818.3119, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0127,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4808, f_measure: 0.4097, kappa: -0.0425, kb_relative_information_score: 75998, mean_absolute_error: 0.4647, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.4168, predictive_accuracy: 0.5353, prior_entropy: 1, recall: 0.5353, relative_absolute_error: 0.9294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6817, root_relative_squared_error: 1.3634,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_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, kappa: -0, kb_relative_information_score: 63148.2994, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0108, predictive_accuracy: 0.1041, prior_entropy: 3.3219, recall: 0.1041, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.411,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8738, kappa: 0.7478, kb_relative_information_score: 735673.3287, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8744, predictive_accuracy: 0.8739, prior_entropy: 1, recall: 0.8739, relative_absolute_error: 0.2673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.6535,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8428, kappa: 0.7081, kb_relative_information_score: 809970.7643, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8437, predictive_accuracy: 0.8453, prior_entropy: 2, recall: 0.8453, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.5836,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 34
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_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: 0.9472, f_measure: 0.9218, kappa: 0.8437, kb_relative_information_score: 892899.2128, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9218, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.412,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5051, f_measure: 0.0537, kappa: 0.0063, kb_relative_information_score: 116853.783, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1934, predictive_accuracy: 0.0413, prior_entropy: 2.8074, recall: 0.0413, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3984, root_relative_squared_error: 1.1386,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8715, kappa: 0.7266, kb_relative_information_score: 713113.9583, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.873, prior_entropy: 1, recall: 0.873, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.6784,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.7722, kappa: 0.5902, kb_relative_information_score: 713414.7916, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7739, predictive_accuracy: 0.7915, prior_entropy: 2, recall: 0.7915, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.6498,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6455, f_measure: 0.5093, kappa: 0.1065, kb_relative_information_score: 177373.5418, mean_absolute_error: 0.412, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6344, predictive_accuracy: 0.5923, prior_entropy: 1, recall: 0.5923, relative_absolute_error: 0.8239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5606, root_relative_squared_error: 1.1213,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kappa: 0, kb_relative_information_score: -69030.6958, mean_absolute_error: 0.2836, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3361, predictive_accuracy: 0.0024, prior_entropy: 2.8074, recall: 0.0024, relative_absolute_error: 1.1579, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5194, root_relative_squared_error: 1.4843,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8277, kappa: 0.6937, kb_relative_information_score: 796051.2115, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8356, predictive_accuracy: 0.8427, prior_entropy: 2, recall: 0.8427, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.5738,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1803, kappa: -0, kb_relative_information_score: 5988.9351, mean_absolute_error: 0.4342, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1216, predictive_accuracy: 0.3487, prior_entropy: 1.585, recall: 0.3487, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6589, root_relative_squared_error: 1.3978,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 3.917, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, recall: 0.6621, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8915, f_measure: 0.7859, kappa: 0.616, kb_relative_information_score: 733547.7904, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.791, predictive_accuracy: 0.8042, prior_entropy: 2, recall: 0.8042, relative_absolute_error: 0.3209, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.6349,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.5842, kappa: 0.1561, kb_relative_information_score: 74624.5091, mean_absolute_error: 0.4356, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5846, predictive_accuracy: 0.5892, prior_entropy: 1, recall: 0.5892, relative_absolute_error: 0.8711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5401, root_relative_squared_error: 1.0802,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8705, kappa: 0.8594, kb_relative_information_score: 877382.4619, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8755, predictive_accuracy: 0.8715, prior_entropy: 4.2479, recall: 0.8715, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.4773,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 996404.6131, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0075, root_relative_squared_error: 0.0151,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4887, f_measure: 0.6536, kappa: -0.0008, kb_relative_information_score: 687371.7841, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5984, predictive_accuracy: 0.7498, prior_entropy: 2.585, recall: 0.7498, relative_absolute_error: 0.3738, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.7427,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.1367, kappa: -0.0008, kb_relative_information_score: 165592.2791, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.204, predictive_accuracy: 0.2876, prior_entropy: 2.3219, recall: 0.2876, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4631, root_relative_squared_error: 1.1578,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8583, kappa: 0.7161, kb_relative_information_score: 690755.8538, mean_absolute_error: 0.1579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8583, predictive_accuracy: 0.8584, prior_entropy: 1, recall: 0.8584, relative_absolute_error: 0.3159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.6734,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.7932, kappa: 0.5753, kb_relative_information_score: 22901.4104, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7932, predictive_accuracy: 0.7941, prior_entropy: 1, recall: 0.7941, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7952,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9505, kappa: 0.9451, kb_relative_information_score: 919796.8001, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9507, predictive_accuracy: 0.9506, prior_entropy: 3.3219, recall: 0.9506, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3325,