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Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8209, kappa: 0.4828, kb_relative_information_score: 65.2581, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.8347, predictive_accuracy: 0.8129, prior_entropy: 1, recall: 0.8129, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 0.05,
Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(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 34
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.3333, kb_relative_information_score: 2.2745, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5389, root_relative_squared_error: 1.0778, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0004, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.0002, predictive_accuracy: 0.0135, prior_entropy: 2, recall: 0.0135, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.6887, kappa: 0.312, kb_relative_information_score: 141.5607, mean_absolute_error: 0.423, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.6875, predictive_accuracy: 0.6901, prior_entropy: 1, recall: 0.6901, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4532, root_relative_squared_error: 0.9063, run_cpu_time: 0.1,
Joaquin Vanschoren 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5051, f_measure: 0.5499, kappa: 0.0102, kb_relative_information_score: 76, mean_absolute_error: 0.4505, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.5503, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6712, root_relative_squared_error: 1.3424, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.8795, kappa: 0.866, kb_relative_information_score: 9672.0133, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8825, predictive_accuracy: 0.8794, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8794, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.4715, run_cpu_time: 5.07,
Joaquin Vanschoren 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4471, f_measure: 0.4287, kappa: -0.0139, kb_relative_information_score: -4.5025, mean_absolute_error: 0.5042, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.4874, predictive_accuracy: 0.4931, prior_entropy: 1, recall: 0.4931, relative_absolute_error: 1.0084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5067, root_relative_squared_error: 1.0135, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4358, f_measure: 0.4839, kappa: -0.0227, kb_relative_information_score: -5.2304, mean_absolute_error: 0.5181, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.493, predictive_accuracy: 0.4839, prior_entropy: 1, recall: 0.4839, relative_absolute_error: 1.0362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.067, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6478, f_measure: 0.3126, kappa: 0.2712, kb_relative_information_score: 3403.7278, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.3279, predictive_accuracy: 0.3453, prior_entropy: 3.3219, recall: 0.3453, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3505, root_relative_squared_error: 1.1682, run_cpu_time: 0.17,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4893, f_measure: 0.6815, kappa: -0.0241, kb_relative_information_score: 63, mean_absolute_error: 0.2968, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.664, predictive_accuracy: 0.7032, prior_entropy: 1, recall: 0.7032, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5448, root_relative_squared_error: 1.0895,
Joaquin Vanschoren 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.9038, kappa: 0.7981, kb_relative_information_score: 342.7504, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.9049, predictive_accuracy: 0.9034, prior_entropy: 1, recall: 0.9034, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.5864, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8365, f_measure: 0.7901, kappa: 0.5736, kb_relative_information_score: 115.0512, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.7949, predictive_accuracy: 0.7926, prior_entropy: 1, recall: 0.7926, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 0.5,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_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, 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: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.873, kappa: 0.8314, kb_relative_information_score: 86.5738, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.8795, predictive_accuracy: 0.8713, prior_entropy: 2.8074, recall: 0.8713, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5307, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.7039, kappa: 0.4601, kb_relative_information_score: 90.514, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.8255, predictive_accuracy: 0.7212, prior_entropy: 1, recall: 0.7212, relative_absolute_error: 0.5659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5273, root_relative_squared_error: 1.0546, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_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, 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: 1.88,
Joaquin Vanschoren 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.464, f_measure: 0.3811, kappa: 0.0025, kb_relative_information_score: 203.5577, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.2946, predictive_accuracy: 0.5398, prior_entropy: 4, ram_hours: 0, recall: 0.5398, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8587, run_cpu_time: 0.97,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8188, f_measure: 0.755, kappa: 0.5437, kb_relative_information_score: 95.6061, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.747, predictive_accuracy: 0.7635, prior_entropy: 2, recall: 0.7635, relative_absolute_error: 0.4444, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7112, run_cpu_time: 0.24,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.6793, kappa: 0.6437, kb_relative_information_score: 666766.4947, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6825, predictive_accuracy: 0.6794, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6794, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.8053, run_cpu_time: 13.41,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.3129, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -42.519, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, predictive_accuracy: 0.0002, prior_entropy: 4.858, ram_hours: 0, recall: 0.0002, relative_absolute_error: 1.0355, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.2626, root_relative_squared_error: 1.4391, run_cpu_time: 0.0274,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.8987, kappa: 0.8873, kb_relative_information_score: 9252.7354, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9006, predictive_accuracy: 0.8986, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8986, relative_absolute_error: 0.2843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.458, run_cpu_time: 5.77,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4119, f_measure: 0.6037, kappa: 0.0122, kb_relative_information_score: 39.6055, mean_absolute_error: 0.2926, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5957, predictive_accuracy: 0.7, prior_entropy: 1.585, ram_hours: 0, recall: 0.7, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3885, root_relative_squared_error: 0.8241, run_cpu_time: 0.0011,
Joaquin Vanschoren 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4446, f_measure: 0.5089, kappa: 0.0207, kb_relative_information_score: -2.0649, mean_absolute_error: 0.5067, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.5152, predictive_accuracy: 0.5081, prior_entropy: 1, recall: 0.5081, relative_absolute_error: 1.0135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5152, root_relative_squared_error: 1.0304,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5472, f_measure: 0.1662, kappa: 0.0765, kb_relative_information_score: 574.1549, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, precision: 0.2106, predictive_accuracy: 0.1441, prior_entropy: 4.858, ram_hours: 0, recall: 0.1441, relative_absolute_error: 0.8781, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.2247, root_relative_squared_error: 1.2316, run_cpu_time: 0.0833,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.1029, kappa: 0.003, kb_relative_information_score: 679.7854, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.1029, predictive_accuracy: 0.1029, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1029, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.4119, run_cpu_time: 0.0854,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5765, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.49, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.72,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.8247, kappa: 0.6562, kb_relative_information_score: 2116, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.8723, predictive_accuracy: 0.831, prior_entropy: 1, ram_hours: 0, recall: 0.831, relative_absolute_error: 0.3379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.411, root_relative_squared_error: 0.8221, run_cpu_time: 0.0303,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4685, f_measure: 0.0863, kappa: -0.0167, kb_relative_information_score: 20.5878, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.0923, predictive_accuracy: 0.1286, prior_entropy: 2.8074, ram_hours: 0, recall: 0.1286, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3507, root_relative_squared_error: 1.0023, run_cpu_time: 0.0313,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6127, f_measure: 0.8512, kappa: 0.2076, kb_relative_information_score: 4617.8762, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.8408, predictive_accuracy: 0.8628, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8628, relative_absolute_error: 0.1715, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.5857, run_cpu_time: 0.0238,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3828, f_measure: 0.5983, kappa: -0.015, kb_relative_information_score: 36.8056, mean_absolute_error: 0.3049, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5696, predictive_accuracy: 0.6667, prior_entropy: 1.585, ram_hours: 0, recall: 0.6667, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4097, root_relative_squared_error: 0.8691, run_cpu_time: 0.0133,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9227, kappa: 0.9133, kb_relative_information_score: 1837.8494, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9284, predictive_accuracy: 0.922, prior_entropy: 3.3219, ram_hours: 0, recall: 0.922, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3991, run_cpu_time: 0.2222,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8148, kappa: 0.7945, kb_relative_information_score: 809634.0197, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.815, predictive_accuracy: 0.8151, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8151, relative_absolute_error: 0.238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.5687, run_cpu_time: 67.88,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5074, f_measure: 0.0291, kappa: 0.0099, kb_relative_information_score: -1570.2729, mean_absolute_error: 0.3939, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.3158, predictive_accuracy: 0.0154, prior_entropy: 2.3219, ram_hours: 0, recall: 0.0154, relative_absolute_error: 1.2308, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.6276, root_relative_squared_error: 1.569, run_cpu_time: 0.0715,
Joaquin Vanschoren 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1711, kb_relative_information_score: 471.1156, mean_absolute_error: 0.4411, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.1145, predictive_accuracy: 0.3384, prior_entropy: 1.585, recall: 0.3384, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6641, root_relative_squared_error: 1.4088, run_cpu_time: 0.2,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.7628, kappa: 0.616, kb_relative_information_score: 348.4282, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.7605, predictive_accuracy: 0.792, prior_entropy: 1.585, ram_hours: 0, recall: 0.792, relative_absolute_error: 0.5269, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.7227, run_cpu_time: 0.006,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4386, f_measure: 0.4435, kappa: -0.1249, kb_relative_information_score: -12, mean_absolute_error: 0.5484, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4411, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7405, root_relative_squared_error: 1.4811, run_cpu_time: 0.0009,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4905, f_measure: 0.2262, kappa: -0.0059, kb_relative_information_score: 30.7174, mean_absolute_error: 0.4447, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.3175, predictive_accuracy: 0.3336, prior_entropy: 1.585, ram_hours: 0, recall: 0.3336, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.472, root_relative_squared_error: 1.0012, run_cpu_time: 0.0653,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.384, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.2965, predictive_accuracy: 0.5446, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5446, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4, root_relative_squared_error: 1, run_cpu_time: 0.0035,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5487, f_measure: 0.0936, kappa: 0.0887, kb_relative_information_score: 2296.472, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.0882, predictive_accuracy: 0.0997, prior_entropy: 4.1699, ram_hours: 0, recall: 0.0997, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.3808, run_cpu_time: 0.1265,
Joaquin Vanschoren 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.7849, kappa: 0.7637, kb_relative_information_score: 784231.6584, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.793, predictive_accuracy: 0.7875, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5712, run_cpu_time: 326.16,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, kb_relative_information_score: 13, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, ram_hours: 0, recall: 0.9333, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5164, run_cpu_time: 0.0006,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.831, kappa: 0.5595, kb_relative_information_score: 30401.3004, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8456, predictive_accuracy: 0.8242, prior_entropy: 1, ram_hours: 0, recall: 0.8242, relative_absolute_error: 0.3843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7153, run_cpu_time: 0.4165,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.4212, kappa: 0.4278, kb_relative_information_score: 1041.8188, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.421, predictive_accuracy: 0.485, prior_entropy: 3.3219, ram_hours: 0, recall: 0.485, relative_absolute_error: 0.5779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.966, run_cpu_time: 3.77,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set baseball
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8624, kb_relative_information_score: 1168.8662, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.4444, number_of_instances: 1340, precision: 0.8221, predictive_accuracy: 0.9067, prior_entropy: 1.585, ram_hours: 0, recall: 0.9067, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.529, run_cpu_time: 0.0195,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.2259, kappa: 0.0478, kb_relative_information_score: 490.2318, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.3101, predictive_accuracy: 0.3282, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3282, relative_absolute_error: 0.7846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.308, root_relative_squared_error: 1.0268, run_cpu_time: 0.0348,
Joaquin Vanschoren 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9054, kappa: 0.7693, kb_relative_information_score: 800.0908, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.9123, predictive_accuracy: 0.9176, prior_entropy: 2.585, recall: 0.9176, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3931, run_cpu_time: 0.32,
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.7326, kappa: 0.5051, kb_relative_information_score: 104.3389, mean_absolute_error: 0.2484, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.8352, predictive_accuracy: 0.7452, prior_entropy: 1, recall: 0.7452, relative_absolute_error: 0.4968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3947, root_relative_squared_error: 0.7894, run_cpu_time: 0.92,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, ram_hours: 0, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.0024,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.8129, kappa: 0.6209, kb_relative_information_score: 411.7185, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.8128, predictive_accuracy: 0.813, prior_entropy: 1, ram_hours: 0, recall: 0.813, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3747, root_relative_squared_error: 0.7495, run_cpu_time: 0.0575,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.789, kappa: 0.7017, kb_relative_information_score: 3619.4625, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8323, predictive_accuracy: 0.8008, prior_entropy: 1.585, recall: 0.8008, relative_absolute_error: 0.3063, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.7156, run_cpu_time: 0.4,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.5785, kappa: 0.5537, kb_relative_information_score: 11511.4367, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6119, predictive_accuracy: 0.5709, prior_entropy: 4.7004, ram_hours: 0, recall: 0.5709, relative_absolute_error: 0.5517, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.8085, run_cpu_time: 0.3904,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1004, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.0628, predictive_accuracy: 0.2506, prior_entropy: 2, recall: 0.2506, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.25,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.7374, kappa: 0.6779, kb_relative_information_score: 4392.643, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.7567, predictive_accuracy: 0.7418, prior_entropy: 2.585, ram_hours: 0, recall: 0.7418, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6801, run_cpu_time: 0.1981,
Joaquin Vanschoren 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.4151, kappa: 0.248, kb_relative_information_score: 230.5123, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.4299, predictive_accuracy: 0.4198, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4198, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.993, run_cpu_time: 0.7756,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5131, f_measure: 0.0967, kappa: 0.0228, kb_relative_information_score: 39.8803, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.2325, predictive_accuracy: 0.1913, prior_entropy: 2.585, recall: 0.1913, relative_absolute_error: 0.9705, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.3932,
Joaquin Vanschoren 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3504, f_measure: 0.3447, kappa: -0.1267, kb_relative_information_score: -8.1344, mean_absolute_error: 0.5276, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.3908, predictive_accuracy: 0.4032, prior_entropy: 1, recall: 0.4032, relative_absolute_error: 1.0552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5405, root_relative_squared_error: 1.081, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8209, kappa: 0.4828, kb_relative_information_score: 65.2581, mean_absolute_error: 0.3105, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.8347, predictive_accuracy: 0.8129, prior_entropy: 1, recall: 0.8129, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 0.06,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set bridges
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0403, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 105, precision: 0.0232, predictive_accuracy: 0.1524, prior_entropy: 2.585, recall: 0.1524, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7161, kappa: 0.3753, kb_relative_information_score: 294.6818, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.7161, predictive_accuracy: 0.7161, prior_entropy: 1, recall: 0.7161, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.8777, run_cpu_time: 0.09,
Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, kb_relative_information_score: 86.1541, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, recall: 0.306, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.481, root_relative_squared_error: 1.2906, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9955, kappa: 0.995, kb_relative_information_score: 1990.5882, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 3.3219, recall: 0.9955, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.03, root_relative_squared_error: 0.1, run_cpu_time: 0.1,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1004, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.0628, predictive_accuracy: 0.2506, prior_entropy: 2, recall: 0.2506, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.03,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3968, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.3086, predictive_accuracy: 0.5556, prior_entropy: 1, recall: 0.5556, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5134, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.4239, predictive_accuracy: 0.651, prior_entropy: 1, recall: 0.651, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, f_measure: 0.5478, kappa: 0.0259, kb_relative_information_score: 72.812, mean_absolute_error: 0.4632, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.5778, predictive_accuracy: 0.6432, prior_entropy: 1, recall: 0.6432, relative_absolute_error: 0.9264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4807, root_relative_squared_error: 0.9613,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.025, kappa: 0.0023, kb_relative_information_score: 18.799, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.0154, predictive_accuracy: 0.1114, prior_entropy: 2.585, recall: 0.1114, relative_absolute_error: 1.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5443, root_relative_squared_error: 1.4604, run_cpu_time: 0.03,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3301, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.2471, predictive_accuracy: 0.497, prior_entropy: 1, recall: 0.497, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set trains
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6, f_measure: 0.5238, kappa: 0.2, kb_relative_information_score: 2, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.7778, predictive_accuracy: 0.6, prior_entropy: 1, recall: 0.6, relative_absolute_error: 0.8, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2649,
Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.7668, kappa: 0.7409, kb_relative_information_score: 763751.9525, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7706, predictive_accuracy: 0.7668, prior_entropy: 3.3219, recall: 0.7668, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.195, root_relative_squared_error: 0.6499, run_cpu_time: 54.66,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0961, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.0598, predictive_accuracy: 0.2446, prior_entropy: 2.3219, recall: 0.2446, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5134, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.4239, predictive_accuracy: 0.651, prior_entropy: 1, recall: 0.651, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.7849, kappa: 0.7637, kb_relative_information_score: 784231.6584, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.793, predictive_accuracy: 0.7875, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5712, run_cpu_time: 393.32,
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_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: 0.1596, f_measure: 0.1856, kappa: -0.625, kb_relative_information_score: -8.7807, mean_absolute_error: 0.5081, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.1845, predictive_accuracy: 0.1875, prior_entropy: 1, recall: 0.1875, relative_absolute_error: 1.0163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5107, root_relative_squared_error: 1.0215, run_cpu_time: 0.05,
Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5766, f_measure: 0.4559, kappa: 0.1443, kb_relative_information_score: 20, mean_absolute_error: 0.4519, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.7705, predictive_accuracy: 0.5481, prior_entropy: 1, recall: 0.5481, relative_absolute_error: 0.9038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3445, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.2752, kappa: -0.2407, kb_relative_information_score: -16.2574, mean_absolute_error: 0.5135, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.2158, predictive_accuracy: 0.3796, prior_entropy: 1, recall: 0.3796, relative_absolute_error: 1.027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.515, root_relative_squared_error: 1.0299, run_cpu_time: 0.69,
Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set tae
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5744, f_measure: 0.1896, kappa: -0.0268, kb_relative_information_score: 15.1326, mean_absolute_error: 0.4172, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.1339, predictive_accuracy: 0.3245, prior_entropy: 1.585, recall: 0.3245, relative_absolute_error: 0.9387, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4807, root_relative_squared_error: 1.0196,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set monks-problems-1_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4142, run_cpu_time: 0.02,
Joaquin Vanschoren 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.873, kappa: 0.8314, kb_relative_information_score: 86.5738, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.8795, predictive_accuracy: 0.8713, prior_entropy: 2.8074, recall: 0.8713, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5307,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.3767, predictive_accuracy: 0.6138, prior_entropy: 1, recall: 0.6138, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(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: 3.9618, mean_absolute_error: 0.3026, 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: 0.6052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.0956,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2966, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.2175, predictive_accuracy: 0.4663, prior_entropy: 1, recall: 0.4663, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0961, kb_relative_information_score: 102.9123, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.0598, predictive_accuracy: 0.2446, prior_entropy: 2.3219, recall: 0.2446, relative_absolute_error: 0.9443, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5497, root_relative_squared_error: 1.3743, run_cpu_time: 0.04,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_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: 87.4111, mean_absolute_error: 0.2907, 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: 0.5814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.508, root_relative_squared_error: 1.016, run_cpu_time: 0.5,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0004, kb_relative_information_score: -28.2977, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.0002, predictive_accuracy: 0.0135, prior_entropy: 2, ram_hours: 0, recall: 0.0135, relative_absolute_error: 1.3153, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7023, root_relative_squared_error: 1.6219, run_cpu_time: 0.003,
Joaquin Vanschoren 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4221, f_measure: 0.4419, kappa: -0.0975, kb_relative_information_score: -6.7323, mean_absolute_error: 0.5233, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4535, predictive_accuracy: 0.4435, prior_entropy: 1, recall: 0.4435, relative_absolute_error: 1.0465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.0905,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, recall: 0.306, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.01,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.6833, kappa: 0.6143, kb_relative_information_score: 68.9534, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.6754, predictive_accuracy: 0.7228, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7228, relative_absolute_error: 0.3975, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.6644, run_cpu_time: 0.0658,
Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.8795, kappa: 0.8658, kb_relative_information_score: 9621.337, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.8827, predictive_accuracy: 0.8793, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8793, relative_absolute_error: 0.164, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.4714, run_cpu_time: 6.15,
Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.4988, kb_relative_information_score: 197.2569, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.4089, predictive_accuracy: 0.6395, prior_entropy: 2.3219, recall: 0.6395, relative_absolute_error: 0.3582, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.7609, run_cpu_time: 0.01,
Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, run_cpu_time: 0.01,