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Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852489.2763, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5647,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8824, kb_relative_information_score: 891928, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4649,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 977936, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.105, root_relative_squared_error: 0.2101,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9507, kappa: 0.9013, kb_relative_information_score: 901268, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9515, predictive_accuracy: 0.9506, prior_entropy: 1, recall: 0.9506, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4444,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5939, kappa: 0.1888, kb_relative_information_score: 328820, mean_absolute_error: 0.3356, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7146, predictive_accuracy: 0.6644, prior_entropy: 1, recall: 0.6644, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5793, root_relative_squared_error: 1.1586,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9635, kappa: 0.923, kb_relative_information_score: 121504, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 1, recall: 0.9635, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.191, root_relative_squared_error: 0.3821,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940473.2468, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3601,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898444, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4507,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9166, kappa: 0.9076, kb_relative_information_score: 913010.7547, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9168, prior_entropy: 3.3219, recall: 0.9168, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4299,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907179.7833, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9015, kappa: 0.8919, kb_relative_information_score: 899339.96, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.9202, kappa: 0.8723, kb_relative_information_score: 531324.8135, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9201, predictive_accuracy: 0.9208, prior_entropy: 2.8074, recall: 0.9208, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.43,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929588.354, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.7424, kappa: 0.5492, kb_relative_information_score: 614252.8681, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7423, predictive_accuracy: 0.7521, prior_entropy: 3.3219, recall: 0.7521, relative_absolute_error: 0.2754, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.7422,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.9386, kappa: 0.8773, kb_relative_information_score: 877266, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9387, predictive_accuracy: 0.9386, prior_entropy: 1, recall: 0.9386, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.4954,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.88, kappa: 0.7449, kb_relative_information_score: 762378, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.6894,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8225, kappa: 0.7834, kb_relative_information_score: 807177.3457, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8217, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8309, kappa: 0.6528, kb_relative_information_score: 30056, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8312, predictive_accuracy: 0.8317, prior_entropy: 1, recall: 0.8317, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7341, kappa: 0.7051, kb_relative_information_score: 722417.269, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.768,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.8743, kappa: 0.7327, kb_relative_information_score: 751096, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8754, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7056,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8925, kappa: 0.8613, kb_relative_information_score: 877857.3488, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8931, predictive_accuracy: 0.8927, prior_entropy: 2.3219, recall: 0.8927, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5179,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.9412, kappa: 0.871, kb_relative_information_score: 882874, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9414, prior_entropy: 1, recall: 0.9414, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.484,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19427.7286, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.562, root_relative_squared_error: 1.1922,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8395, kappa: 0.7929, kb_relative_information_score: 817874.5696, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882533.7836, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.8616, kappa: 0.0965, kb_relative_information_score: 262001.0656, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8549, predictive_accuracy: 0.9011, prior_entropy: 2.3219, recall: 0.9011, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4972,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.7328, kappa: 0.6522, kb_relative_information_score: 716911.6113, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7283, predictive_accuracy: 0.7431, prior_entropy: 2.585, recall: 0.7431, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.7853,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7574, kb_relative_information_score: 862294.3232, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8791, prior_entropy: 2.3219, recall: 0.8791, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8787, kappa: 0.7547, kb_relative_information_score: 757234, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.8786, prior_entropy: 1, recall: 0.8786, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.6968,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8894, kappa: 0.8573, kb_relative_information_score: 874264.9178, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.89, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.5254,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.8787, kappa: 0.754, kb_relative_information_score: 757672, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6962,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.986, kappa: 0.9825, kb_relative_information_score: 984629.4077, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.986, predictive_accuracy: 0.986, prior_entropy: 2.585, recall: 0.986, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0682, root_relative_squared_error: 0.183,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9121, kappa: 0.7266, kb_relative_information_score: 829054, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5847,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.686, f_measure: 0.7332, kappa: 0.3981, kb_relative_information_score: 19292, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7372, predictive_accuracy: 0.745, prior_entropy: 1, recall: 0.745, relative_absolute_error: 0.5099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5049, root_relative_squared_error: 1.0099,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.763, f_measure: 0.8378, kappa: 0.5464, kb_relative_information_score: 33308, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8359, predictive_accuracy: 0.841, prior_entropy: 1, recall: 0.841, relative_absolute_error: 0.318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.7976,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9297, kappa: 0.9083, kb_relative_information_score: 924233.5158, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9299, predictive_accuracy: 0.9298, prior_entropy: 2.8074, recall: 0.9298, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4047,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6458, kappa: 0.5472, kb_relative_information_score: 589871.0868, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6447, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.8355, kappa: 0.7247, kb_relative_information_score: 1209896.4349, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8386, prior_entropy: 3.3219, recall: 0.8386, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5988,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695156.4503, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.6607, kappa: 0.3145, kb_relative_information_score: 183825, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6719, predictive_accuracy: 0.6704, prior_entropy: 1, recall: 0.6704, relative_absolute_error: 0.6592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5741, root_relative_squared_error: 1.1482,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9601, kappa: 0.9491, kb_relative_information_score: 956118.1763, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9616, predictive_accuracy: 0.9602, prior_entropy: 2.585, recall: 0.9602, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.3092,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9333, kappa: 0.8987, kb_relative_information_score: 908666.5857, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9333, predictive_accuracy: 0.9333, prior_entropy: 1.585, recall: 0.9333, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4474,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.7911, kappa: 0.7649, kb_relative_information_score: 781574.9636, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7906, predictive_accuracy: 0.7927, prior_entropy: 3.1699, recall: 0.7927, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.683,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) 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: 1, kb_relative_information_score: 999982, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.003, root_relative_squared_error: 0.006,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.8091, kappa: 0.6164, kb_relative_information_score: 618566, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8092, predictive_accuracy: 0.8093, prior_entropy: 1, recall: 0.8093, relative_absolute_error: 0.3814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.8734,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.9398, kappa: 0.81, kb_relative_information_score: 885588, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9448, predictive_accuracy: 0.9428, prior_entropy: 1, recall: 0.9428, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.4784,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) 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: 999992, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8708, kappa: 0.807, kb_relative_information_score: 823818.4572, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8713, predictive_accuracy: 0.8713, prior_entropy: 1.585, recall: 0.8713, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.6213,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.9505, kappa: 0.8888, kb_relative_information_score: 440067, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9507, predictive_accuracy: 0.9504, prior_entropy: 1, recall: 0.9504, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4456,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.8445, kappa: 0.6902, kb_relative_information_score: 68000, mean_absolute_error: 0.1549, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8502, predictive_accuracy: 0.8451, prior_entropy: 1, recall: 0.8451, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3936, root_relative_squared_error: 0.7872,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8212, kappa: 0.8019, kb_relative_information_score: 813560.2631, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8217, prior_entropy: 3.3219, recall: 0.8217, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.6294,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.8006, kappa: 0.5996, kb_relative_information_score: 645912, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8066, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8946,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5188, kappa: 0.5016, kb_relative_information_score: 515071.9091, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5203, predictive_accuracy: 0.5208, prior_entropy: 4.7004, recall: 0.5208, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.7646, kappa: 0.4228, kb_relative_information_score: 551030, mean_absolute_error: 0.2245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.765, predictive_accuracy: 0.7755, prior_entropy: 1, recall: 0.7755, relative_absolute_error: 0.449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4738, root_relative_squared_error: 0.9476,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.9603, kappa: 0.9131, kb_relative_information_score: 111437, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.9629, predictive_accuracy: 0.9608, prior_entropy: 1, recall: 0.9608, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.198, root_relative_squared_error: 0.396,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852475.2465, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8823, kb_relative_information_score: 891844, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9458, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4651,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9491, kappa: 0.8846, kb_relative_information_score: 898288, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9491, predictive_accuracy: 0.9491, prior_entropy: 1, recall: 0.9491, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.451,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8631, kb_relative_information_score: 940395.0221, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3603,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8227, kappa: 0.7835, kb_relative_information_score: 807269.8932, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8218, predictive_accuracy: 0.8251, prior_entropy: 2.585, recall: 0.8251, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6479,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5817, f_measure: 0.5938, kappa: 0.1888, kb_relative_information_score: 328996, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.6645, prior_entropy: 1, recall: 0.6645, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5792, root_relative_squared_error: 1.1585,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912917.6823, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.4302,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9332, kappa: 0.8986, kb_relative_information_score: 908547.4766, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9332, prior_entropy: 1.585, recall: 0.9332, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4477,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9997, kappa: 0.997, kb_relative_information_score: 399710, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 1, recall: 0.9997, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.017, root_relative_squared_error: 0.0339,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9331, kappa: 0.8985, kb_relative_information_score: 908465.3324, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.9331, prior_entropy: 1.585, recall: 0.9331, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4479,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8479, kappa: 0.8311, kb_relative_information_score: 841051.136, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.848, predictive_accuracy: 0.848, prior_entropy: 3.3219, recall: 0.848, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5812,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9987, kappa: 0.9864, kb_relative_information_score: 398918, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 1, recall: 0.9987, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0357, root_relative_squared_error: 0.0715,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8478, kappa: 0.8311, kb_relative_information_score: 841013.4887, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.848, predictive_accuracy: 0.848, prior_entropy: 3.3219, recall: 0.848, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5812,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9955, kappa: 0.9516, kb_relative_information_score: 396390, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9955, predictive_accuracy: 0.9956, prior_entropy: 1, recall: 0.9956, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.1332,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8478, kappa: 0.8311, kb_relative_information_score: 841016.626, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.848, predictive_accuracy: 0.848, prior_entropy: 3.3219, recall: 0.848, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5812,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.872, kappa: 0.8087, kb_relative_information_score: 825391.5189, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8724, predictive_accuracy: 0.8725, prior_entropy: 1.585, recall: 0.8725, relative_absolute_error: 0.1913, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.6186,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907879.3703, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6544, f_measure: 0.6621, kappa: 0.3169, kb_relative_information_score: 184803, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6725, predictive_accuracy: 0.6713, prior_entropy: 1, recall: 0.6713, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5733, root_relative_squared_error: 1.1466,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8398, kappa: 0.7322, kb_relative_information_score: 1216123.9207, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8412, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8156, kappa: 0.7957, kb_relative_information_score: 807764.6751, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8157, predictive_accuracy: 0.8162, prior_entropy: 3.3219, recall: 0.8162, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.6391,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863016.2253, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9862, kappa: 0.9827, kb_relative_information_score: 984771.5341, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9861, predictive_accuracy: 0.9862, prior_entropy: 2.585, recall: 0.9862, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.1821,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 759960, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 1, recall: 0.88, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6929,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6494, kappa: 0.5485, kb_relative_information_score: 591025.4747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9504,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9136, kappa: 0.7328, kb_relative_information_score: 830450, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.5823,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6958, kappa: 0.6659, kb_relative_information_score: 684237.0228, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8174,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9067, kb_relative_information_score: 922592.0256, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4091,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591165.5469, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7988, kappa: 0.5957, kb_relative_information_score: 598118, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.7991, prior_entropy: 1, recall: 0.7991, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8965,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8404, kappa: 0.8228, kb_relative_information_score: 833232.0072, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5953,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830292, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684354.5143, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7336, kappa: 0.399, kb_relative_information_score: 19334, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7378, predictive_accuracy: 0.7456, prior_entropy: 1, recall: 0.7456, relative_absolute_error: 0.5089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.0088,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7611, f_measure: 0.838, kappa: 0.5457, kb_relative_information_score: 33380, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8361, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.7957,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921273.2215, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4126,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.7614, kappa: 0.7018, kb_relative_information_score: 743748.1742, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7599, predictive_accuracy: 0.7674, prior_entropy: 2.585, recall: 0.7674, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.7471,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9034, f_measure: 0.8706, kappa: 0.8067, kb_relative_information_score: 823572.0246, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8711, predictive_accuracy: 0.8711, prior_entropy: 1.585, recall: 0.8711, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.6218,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.932, kappa: 0.8968, kb_relative_information_score: 906923.7593, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4516,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8217, kappa: 0.7819, kb_relative_information_score: 805734.0459, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.654, f_measure: 0.6616, kappa: 0.3166, kb_relative_information_score: 185053, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6733, predictive_accuracy: 0.6715, prior_entropy: 1, recall: 0.6715, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5731, root_relative_squared_error: 1.1462,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.9404, kappa: 0.812, kb_relative_information_score: 886632, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9452, predictive_accuracy: 0.9433, prior_entropy: 1, recall: 0.9433, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.4762,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.7819, kappa: 0.7544, kb_relative_information_score: 771801.7202, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7813, predictive_accuracy: 0.7834, prior_entropy: 3.1699, recall: 0.7834, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.6981,