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Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8828, kappa: 0.7508, kb_relative_information_score: 625570.1166, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.884, prior_entropy: 1, ram_hours: 0, recall: 0.884, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6358, run_cpu_time: 48.34,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.865, kappa: 0.8424, kb_relative_information_score: 838585.2633, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.866, predictive_accuracy: 0.8649, prior_entropy: 2.8074, ram_hours: 0.0002, recall: 0.8649, relative_absolute_error: 0.2211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.4742, run_cpu_time: 131.81,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8772, kappa: 0.8402, kb_relative_information_score: 793261.6192, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8783, predictive_accuracy: 0.8768, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.8768, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4763, run_cpu_time: 163.9,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9421, kappa: 0.8843, kb_relative_information_score: 831320.8606, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9422, predictive_accuracy: 0.9421, prior_entropy: 1, ram_hours: 0.0014, recall: 0.9421, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.4164, run_cpu_time: 183.74,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7648, f_measure: 0.8916, kappa: 0.0692, kb_relative_information_score: 864531.0734, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9021, predictive_accuracy: 0.9248, prior_entropy: 2, ram_hours: 0.0003, recall: 0.9248, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.4208, run_cpu_time: 131.16,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.8275, f_measure: 0.768, kappa: 0.524, kb_relative_information_score: 391909.1903, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7678, predictive_accuracy: 0.7685, prior_entropy: 1, ram_hours: 0.0086, recall: 0.7685, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8132, run_cpu_time: 658.02,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_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: 0.8405, f_measure: 0.5635, kappa: 0.4272, kb_relative_information_score: 482396.4697, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.564, predictive_accuracy: 0.5973, prior_entropy: 2.585, ram_hours: 0.0213, recall: 0.5973, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8066, run_cpu_time: 761.59,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.846, kappa: 0.7998, kb_relative_information_score: 710917.4439, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8486, predictive_accuracy: 0.846, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.846, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5458, run_cpu_time: 175.56,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.5916, kappa: 0.469, kb_relative_information_score: 420753.8905, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5942, predictive_accuracy: 0.5936, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5936, relative_absolute_error: 0.7079, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.8303, run_cpu_time: 168.55,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.7955, kappa: 0.7366, kb_relative_information_score: 757587.0015, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7952, predictive_accuracy: 0.7963, prior_entropy: 2.8074, ram_hours: 0.001, recall: 0.7963, relative_absolute_error: 0.3261, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5795, run_cpu_time: 232.32,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.646, f_measure: 0.5333, kappa: 0.2762, kb_relative_information_score: 263.4186, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.5375, predictive_accuracy: 0.5973, prior_entropy: 4, ram_hours: 0, recall: 0.5973, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.8335, run_cpu_time: 3.75,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set cmc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.711, kappa: 0.5533, kb_relative_information_score: 785.5249, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.4444, number_of_instances: 1473, precision: 0.712, predictive_accuracy: 0.7142, prior_entropy: 1.585, recall: 0.7142, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.7554, run_cpu_time: 0.27,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7396, f_measure: 0.6756, kappa: 0.3319, kb_relative_information_score: 150.7229, mean_absolute_error: 0.3691, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.6829, predictive_accuracy: 0.6852, prior_entropy: 1, recall: 0.6852, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9228, run_cpu_time: 0.47,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.6772, kappa: 0.0581, kb_relative_information_score: 604.2172, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.733, predictive_accuracy: 0.765, prior_entropy: 2.585, recall: 0.765, relative_absolute_error: 0.4458, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458, run_cpu_time: 0.29,
Jan van Rijn 11 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 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.7687, kappa: 0.7463, kb_relative_information_score: 753911.9952, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7684, predictive_accuracy: 0.7694, prior_entropy: 3.4594, ram_hours: 0.0009, recall: 0.7694, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.172, root_relative_squared_error: 0.5985, run_cpu_time: 225.37,
Jan van Rijn 11 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 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.7395, kappa: 0.7128, kb_relative_information_score: 761434.5349, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7384, predictive_accuracy: 0.7415, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.7415, relative_absolute_error: 0.3176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.638, run_cpu_time: 646.56,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8492, kappa: 0.8329, kb_relative_information_score: 851565.8855, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8496, predictive_accuracy: 0.8496, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.8496, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.4902, run_cpu_time: 1059.53,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.5159, kappa: 0.5027, kb_relative_information_score: 565421.6039, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5243, predictive_accuracy: 0.5218, prior_entropy: 4.7004, ram_hours: 0.0009, recall: 0.5218, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.7936, run_cpu_time: 435.67,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9316, kappa: 0.9102, kb_relative_information_score: 918068.8983, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9311, prior_entropy: 2.8074, ram_hours: 0.0009, recall: 0.9311, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.3442, run_cpu_time: 204.55,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9621, kappa: 0.917, kb_relative_information_score: 888371.697, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 1, ram_hours: 0.0004, recall: 0.9621, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3401, run_cpu_time: 118.16,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9653, kappa: 0.9268, kb_relative_information_score: 117698.3269, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 1, ram_hours: 0, recall: 0.9653, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.331, run_cpu_time: 9.45,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8474, kappa: 0.7563, kb_relative_information_score: 486063.4787, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8486, predictive_accuracy: 0.8474, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8474, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.509, run_cpu_time: 222,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9623, kappa: 0.9581, kb_relative_information_score: 940670.6007, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9623, predictive_accuracy: 0.9623, prior_entropy: 3.3219, ram_hours: 0.0008, recall: 0.9623, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.2676, run_cpu_time: 765.43,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3434, f_measure: 0.3817, kappa: -0.2315, kb_relative_information_score: -11.6076, mean_absolute_error: 0.5103, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.3823, predictive_accuracy: 0.3843, prior_entropy: 1, ram_hours: 0, recall: 0.3843, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.0263, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7174, f_measure: 0.5701, kappa: 0.3704, kb_relative_information_score: 58.5505, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.584, predictive_accuracy: 0.5833, prior_entropy: 2, ram_hours: 0, recall: 0.5833, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.8766, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.769, kappa: 0.7434, kb_relative_information_score: 1779.4223, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.7946, predictive_accuracy: 0.7801, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7801, relative_absolute_error: 0.2697, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.656, run_cpu_time: 0.7499,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7521, f_measure: 0.4031, kappa: 0.2586, kb_relative_information_score: 271.468, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.4863, predictive_accuracy: 0.4397, prior_entropy: 2, ram_hours: 0, recall: 0.4397, relative_absolute_error: 0.7662, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4561, root_relative_squared_error: 1.0533, run_cpu_time: 0.1962,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.7296, kappa: 0.2246, kb_relative_information_score: 334.874, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.7257, predictive_accuracy: 0.7985, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7985, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.581, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.8863, kappa: 0.8302, kb_relative_information_score: 793455.9713, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8868, predictive_accuracy: 0.8868, prior_entropy: 1.585, ram_hours: 0.0016, recall: 0.8868, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.4981, run_cpu_time: 323.1821,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.7874, kappa: 0.699, kb_relative_information_score: 3607.3493, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8301, predictive_accuracy: 0.799, prior_entropy: 1.585, ram_hours: 0, recall: 0.799, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.7105, run_cpu_time: 1.7048,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.7794, kappa: 0.5945, kb_relative_information_score: 101.9038, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.7687, predictive_accuracy: 0.7905, prior_entropy: 2, ram_hours: 0, recall: 0.7905, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.6976, run_cpu_time: 0.0318,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.7683, kappa: 0.5297, kb_relative_information_score: 187.9349, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.8077, predictive_accuracy: 0.7635, prior_entropy: 1, ram_hours: 0, recall: 0.7635, relative_absolute_error: 0.4645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4412, root_relative_squared_error: 0.8824, run_cpu_time: 0.14,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.8888, kappa: 0.8564, kb_relative_information_score: 317.0698, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.8972, predictive_accuracy: 0.8852, prior_entropy: 2.585, ram_hours: 0, recall: 0.8852, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4317, run_cpu_time: 0.1075,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9912, kappa: 0.9904, kb_relative_information_score: 27672.4885, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.9912, predictive_accuracy: 0.9914, prior_entropy: 4.1699, ram_hours: 0, recall: 0.9914, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.0317, root_relative_squared_error: 0.1382, run_cpu_time: 1.1651,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.7891, kappa: 0.7288, kb_relative_information_score: 275.4212, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.8321, predictive_accuracy: 0.8095, prior_entropy: 3, ram_hours: 0, recall: 0.8095, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5706, run_cpu_time: 0.0355,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9074, kappa: 0.8633, kb_relative_information_score: 11340.4125, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.9223, predictive_accuracy: 0.9066, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9066, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4098, run_cpu_time: 0.4603,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.705, kappa: 0.6739, kb_relative_information_score: 1256.2311, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.716, predictive_accuracy: 0.7065, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7065, relative_absolute_error: 0.5444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.725, run_cpu_time: 3.85,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9857, kappa: 0.9822, kb_relative_information_score: 977541.1662, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9857, predictive_accuracy: 0.9858, prior_entropy: 2.585, ram_hours: 0, recall: 0.9858, relative_absolute_error: 0.0347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.165, run_cpu_time: 192.8279,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.8415, kappa: 0.5519, kb_relative_information_score: 29134.553, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8402, predictive_accuracy: 0.8471, prior_entropy: 1, ram_hours: 0, recall: 0.8471, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.6615, run_cpu_time: 3.312,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.9425, kappa: 0.7043, kb_relative_information_score: 5043.991, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.944, predictive_accuracy: 0.9415, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9415, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3352, run_cpu_time: 0.6511,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.6646, kappa: 0.5712, kb_relative_information_score: 530984.015, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6625, predictive_accuracy: 0.6783, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6783, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7497, run_cpu_time: 168.5682,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.6922, kappa: 0.4422, kb_relative_information_score: 88.7953, mean_absolute_error: 0.2867, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.8218, predictive_accuracy: 0.7115, prior_entropy: 1, recall: 0.7115, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0018, run_cpu_time: 0.51,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7542, f_measure: 0.7091, kappa: 0.2796, kb_relative_information_score: 373.8509, mean_absolute_error: 0.3249, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7111, predictive_accuracy: 0.732, prior_entropy: 1, recall: 0.732, relative_absolute_error: 0.6499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4268, root_relative_squared_error: 0.8535, run_cpu_time: 0.27,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6703, kappa: 0.4, kb_relative_information_score: 3.7995, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.8125, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.549, root_relative_squared_error: 1.098, run_cpu_time: 0.32,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9332, kappa: 0.9, kb_relative_information_score: 133.394, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.9368, predictive_accuracy: 0.9333, prior_entropy: 1.585, recall: 0.9333, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.4385, run_cpu_time: 0.11,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.9109, kappa: 0.8136, kb_relative_information_score: 347.1952, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.9131, predictive_accuracy: 0.9103, prior_entropy: 1, recall: 0.9103, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2776, root_relative_squared_error: 0.5552, run_cpu_time: 0.31,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.705, f_measure: 0.7369, kappa: 0.1127, kb_relative_information_score: 78.2087, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.764, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.5221, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3923, root_relative_squared_error: 0.7846, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3584, f_measure: 0.4182, kappa: -0.1646, kb_relative_information_score: -8.0794, mean_absolute_error: 0.5277, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.4183, predictive_accuracy: 0.418, prior_entropy: 1, recall: 0.418, relative_absolute_error: 1.0555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5379, root_relative_squared_error: 1.0759, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9718, kappa: 0.9436, kb_relative_information_score: 2896.2078, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.9719, predictive_accuracy: 0.9718, prior_entropy: 1, recall: 0.9718, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.293, run_cpu_time: 0.65,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8085, kappa: 0.6119, kb_relative_information_score: 410.9812, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.8084, predictive_accuracy: 0.8087, prior_entropy: 1, recall: 0.8087, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.7528, run_cpu_time: 0.16,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4543, f_measure: 0.4605, kappa: -0.0775, kb_relative_information_score: -5.8912, mean_absolute_error: 0.5157, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.461, predictive_accuracy: 0.4615, prior_entropy: 1, recall: 0.4615, relative_absolute_error: 1.0315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5328, root_relative_squared_error: 1.0656, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.345, f_measure: 0.3831, kappa: -0.2222, kb_relative_information_score: -12.4577, mean_absolute_error: 0.511, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.3845, predictive_accuracy: 0.3889, prior_entropy: 1, recall: 0.3889, relative_absolute_error: 1.022, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5142, root_relative_squared_error: 1.0283, run_cpu_time: 0.05,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.456, f_measure: 0.4564, kappa: -0.0648, kb_relative_information_score: -5.0308, mean_absolute_error: 0.5044, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.4647, predictive_accuracy: 0.4676, prior_entropy: 1, recall: 0.4676, relative_absolute_error: 1.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5191, root_relative_squared_error: 1.0381, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.6324, kappa: 0.0538, kb_relative_information_score: 8.8844, mean_absolute_error: 0.367, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.619, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0026, run_cpu_time: 0.24,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.7965, kappa: 0.5885, kb_relative_information_score: 150.7365, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.797, predictive_accuracy: 0.7963, prior_entropy: 1, recall: 0.7963, relative_absolute_error: 0.4531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7807, run_cpu_time: 0.13,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.8006, kappa: 0.7463, kb_relative_information_score: 4978.5148, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.8174, predictive_accuracy: 0.7925, prior_entropy: 2.585, ram_hours: 0, recall: 0.7925, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.6821, run_cpu_time: 3.8593,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set baseball
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.573, f_measure: 0.8685, kappa: 0.0673, kb_relative_information_score: 1057.3927, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.4444, number_of_instances: 1340, precision: 0.8636, predictive_accuracy: 0.9052, prior_entropy: 1.585, ram_hours: 0.0002, recall: 0.9052, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.5062, run_cpu_time: 14.5292,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.8978, kappa: 0.7798, kb_relative_information_score: 715766.1161, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8978, predictive_accuracy: 0.8983, prior_entropy: 1, ram_hours: 0.001, recall: 0.8983, relative_absolute_error: 0.3069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2761, root_relative_squared_error: 0.5522, run_cpu_time: 161.11,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9857, kappa: 0.9822, kb_relative_information_score: 976227.0963, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9857, predictive_accuracy: 0.9858, prior_entropy: 2.585, ram_hours: 0, recall: 0.9858, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.062, root_relative_squared_error: 0.1664, run_cpu_time: 299.98,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9527, kappa: 0.8973, kb_relative_information_score: 856111.5964, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9527, predictive_accuracy: 0.9527, prior_entropy: 1, ram_hours: 0.0014, recall: 0.9527, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.189, root_relative_squared_error: 0.378, run_cpu_time: 202.1,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6674, f_measure: 0.5959, kappa: 0.1921, kb_relative_information_score: 197318.9719, mean_absolute_error: 0.4091, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7162, predictive_accuracy: 0.6656, prior_entropy: 1, ram_hours: 0.0029, recall: 0.6656, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9038, run_cpu_time: 403.09,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9268, kappa: 0.7748, kb_relative_information_score: 791882.6056, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9264, predictive_accuracy: 0.928, prior_entropy: 1, ram_hours: 0.0004, recall: 0.928, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.4628, run_cpu_time: 129.23,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9443, kappa: 0.8641, kb_relative_information_score: 931771.6624, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9437, predictive_accuracy: 0.9461, prior_entropy: 2.585, ram_hours: 0.0013, recall: 0.9461, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.3108, run_cpu_time: 204.1,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 24.3,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9183, kappa: 0.7468, kb_relative_information_score: 769601.7891, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.918, predictive_accuracy: 0.9202, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9202, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.4861, run_cpu_time: 87.3817,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.7707, kappa: 0.4367, kb_relative_information_score: 427872.5565, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7728, predictive_accuracy: 0.7825, prior_entropy: 1, ram_hours: 0.0011, recall: 0.7825, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.39, root_relative_squared_error: 0.78, run_cpu_time: 135.528,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.8383, kappa: 0.8202, kb_relative_information_score: 827120.3421, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8391, predictive_accuracy: 0.8382, prior_entropy: 3.3219, ram_hours: 0.0006, recall: 0.8382, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.5076, run_cpu_time: 527.66,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8832, kappa: 0.7636, kb_relative_information_score: 680533.6703, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8832, prior_entropy: 1, ram_hours: 0.001, recall: 0.8832, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.5921, run_cpu_time: 150,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8665, kappa: 0.7046, kb_relative_information_score: 253.2235, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.8948, predictive_accuracy: 0.8742, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8742, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9554, f_measure: 0.8893, kappa: 0.7757, kb_relative_information_score: 695420.6868, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8893, predictive_accuracy: 0.8894, prior_entropy: 1, ram_hours: 0.0004, recall: 0.8894, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.5696, run_cpu_time: 114.16,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8932, kappa: 0.8814, kb_relative_information_score: 883810.2028, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8935, predictive_accuracy: 0.8933, prior_entropy: 3.3219, ram_hours: 0.0003, recall: 0.8933, relative_absolute_error: 0.1643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.4161, run_cpu_time: 181.47,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9007, kappa: 0.8014, kb_relative_information_score: 825082.8211, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9007, predictive_accuracy: 0.9007, prior_entropy: 2.3219, ram_hours: 0.0003, recall: 0.9007, relative_absolute_error: 0.2594, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.4687, run_cpu_time: 123.08,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.7311, kappa: 0.5282, kb_relative_information_score: 628528.2481, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7306, predictive_accuracy: 0.7406, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7406, relative_absolute_error: 0.3982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.6291, run_cpu_time: 67.18,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9458, f_measure: 0.8697, kappa: 0.6735, kb_relative_information_score: 848479.4771, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8689, predictive_accuracy: 0.872, prior_entropy: 2.585, ram_hours: 0.0008, recall: 0.872, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.4639, run_cpu_time: 199.34,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.7765, kappa: 0.5418, kb_relative_information_score: 419862.4727, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7766, prior_entropy: 1, ram_hours: 0.0163, recall: 0.7766, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8102, run_cpu_time: 762.9109,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.7102, kappa: 0.6818, kb_relative_information_score: 683569.0709, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7099, predictive_accuracy: 0.7107, prior_entropy: 3.4594, ram_hours: 0.0004, recall: 0.7107, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.6717, run_cpu_time: 366.235,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9257, kappa: 0.9022, kb_relative_information_score: 909415.3974, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.925, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.925, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3581, run_cpu_time: 191.2787,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9475, f_measure: 0.885, kappa: 0.7677, kb_relative_information_score: 682922.4693, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8857, predictive_accuracy: 0.8849, prior_entropy: 1, ram_hours: 0.0007, recall: 0.8849, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.5863, run_cpu_time: 118.89,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.903, kappa: 0.4874, kb_relative_information_score: 260649.9476, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9043, predictive_accuracy: 0.9165, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9165, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3955, run_cpu_time: 34.62,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.8327, f_measure: 0.5516, kappa: 0.4113, kb_relative_information_score: 475946.1439, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5503, predictive_accuracy: 0.5865, prior_entropy: 2.585, ram_hours: 0.0216, recall: 0.5865, relative_absolute_error: 0.6436, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.8141, run_cpu_time: 697.88,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.5148, kappa: 0.3688, kb_relative_information_score: 352094.3806, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5198, predictive_accuracy: 0.5199, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5199, relative_absolute_error: 0.7713, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.8818, run_cpu_time: 195.74,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_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 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.842, kappa: 0.6752, kb_relative_information_score: 27469.2233, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8441, predictive_accuracy: 0.8435, prior_entropy: 1, ram_hours: 0, recall: 0.8435, relative_absolute_error: 0.4145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.337, root_relative_squared_error: 0.6741, run_cpu_time: 3.28,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.907, kappa: 0.8962, kb_relative_information_score: 903923.3816, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9065, prior_entropy: 3.3219, ram_hours: 0.0002, recall: 0.9065, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4015, run_cpu_time: 1120.49,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.9482, f_measure: 0.8743, kappa: 0.7505, kb_relative_information_score: 835842.8683, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8736, predictive_accuracy: 0.8754, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8754, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.4759, run_cpu_time: 128.11,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8846, kappa: 0.7681, kb_relative_information_score: 669672.6579, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8846, predictive_accuracy: 0.8846, prior_entropy: 1, ram_hours: 0.0042, recall: 0.8846, relative_absolute_error: 0.3579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.5857, run_cpu_time: 314.66,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.8396, kappa: 0.7608, kb_relative_information_score: 711234.0405, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8403, predictive_accuracy: 0.8405, prior_entropy: 1.585, ram_hours: 0.0012, recall: 0.8405, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.5851, run_cpu_time: 277.52,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(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: 0.7951, f_measure: 0.7604, kappa: 0.4027, kb_relative_information_score: 399328.1308, mean_absolute_error: 0.3173, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.771, predictive_accuracy: 0.7799, prior_entropy: 1, ram_hours: 0.0003, recall: 0.7799, relative_absolute_error: 0.6347, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.7897, run_cpu_time: 90.59,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9471, kappa: 0.8696, kb_relative_information_score: 932827.1642, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9466, predictive_accuracy: 0.9484, prior_entropy: 2.585, ram_hours: 0.0012, recall: 0.9484, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3024, run_cpu_time: 193.62,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9731, kappa: 0.97, kb_relative_information_score: 962209.3043, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.973, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.2225, run_cpu_time: 1237.7544,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9074, kappa: 0.8272, kb_relative_information_score: 857990.0241, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9078, prior_entropy: 2, ram_hours: 0.0001, recall: 0.9078, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4288, run_cpu_time: 60.5093,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.7892, kappa: 0.6546, kb_relative_information_score: 360.6385, mean_absolute_error: 0.2239, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.791, predictive_accuracy: 0.8112, prior_entropy: 1.585, recall: 0.8112, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.6912, run_cpu_time: 0.07,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, f_measure: 0.5658, kappa: 0.1652, kb_relative_information_score: 29.2713, mean_absolute_error: 0.4589, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.6055, predictive_accuracy: 0.5681, prior_entropy: 1, recall: 0.5681, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5259, root_relative_squared_error: 1.0517, run_cpu_time: 0.05,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7703, f_measure: 0.5948, kappa: 0.1159, kb_relative_information_score: 18.5602, mean_absolute_error: 0.3419, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.6474, predictive_accuracy: 0.6667, prior_entropy: 1, recall: 0.6667, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.486, root_relative_squared_error: 0.972, run_cpu_time: 0.06,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.4693, kappa: 0.3086, kb_relative_information_score: 90.5328, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.4864, predictive_accuracy: 0.4683, prior_entropy: 2.8074, recall: 0.4683, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.9494, run_cpu_time: 0.16,