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Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8283, kappa: 0.745, kb_relative_information_score: 629149.4679, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8303, predictive_accuracy: 0.8299, prior_entropy: 1.585, ram_hours: 0.0039, recall: 0.8299, relative_absolute_error: 0.4537, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.6307, run_cpu_time: 19688.55,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.7322, kappa: 0.2523, kb_relative_information_score: 327.0385, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.7044, predictive_accuracy: 0.7937, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7937, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.6151, run_cpu_time: 0.07,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6586, f_measure: 0.4982, kappa: 0.0704, kb_relative_information_score: 70.6755, mean_absolute_error: 0.4419, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.6207, predictive_accuracy: 0.5981, prior_entropy: 1, ram_hours: 0, recall: 0.5981, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4901, root_relative_squared_error: 0.9802, run_cpu_time: 0.02,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7105, f_measure: 0.6997, kappa: 0.3922, kb_relative_information_score: 31.4502, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.6996, predictive_accuracy: 0.7005, prior_entropy: 1, ram_hours: 0, recall: 0.7005, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4687, root_relative_squared_error: 0.9375, run_cpu_time: 0.04,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9761, kappa: 0.9473, kb_relative_information_score: 36583.4409, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.9763, predictive_accuracy: 0.9761, prior_entropy: 1, ram_hours: 0, recall: 0.9761, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.273, run_cpu_time: 2.82,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set ecoli
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9792, kappa: 0.9713, kb_relative_information_score: 328.5505, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.9792, predictive_accuracy: 0.9792, prior_entropy: 3, recall: 0.9792, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.2182,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2154, kb_relative_information_score: 34.191, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.1493, predictive_accuracy: 0.3864, prior_entropy: 2, ram_hours: 0, recall: 0.3864, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.2792, run_cpu_time: 0.01,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8395, f_measure: 0.7962, kappa: 0.5561, kb_relative_information_score: 165.6426, mean_absolute_error: 0.2896, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.8003, predictive_accuracy: 0.8016, prior_entropy: 1, ram_hours: 0, recall: 0.8016, relative_absolute_error: 0.5791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3855, root_relative_squared_error: 0.7711, run_cpu_time: 0.96,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.6321, kappa: 0.6201, kb_relative_information_score: 13635.4592, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6446, predictive_accuracy: 0.6347, prior_entropy: 4.7004, ram_hours: 0, recall: 0.6347, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.14, root_relative_squared_error: 0.7278, run_cpu_time: 18.88,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1823, kb_relative_information_score: -17, mean_absolute_error: 0.6491, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.1231, predictive_accuracy: 0.3509, prior_entropy: 1, recall: 0.3509, relative_absolute_error: 1.2982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8057, root_relative_squared_error: 1.6114,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.8278, kappa: 0.5205, kb_relative_information_score: 32802, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.826, predictive_accuracy: 0.8303, prior_entropy: 1, ram_hours: 0, recall: 0.8303, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.7977, run_cpu_time: 1.12,
Jason 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9295, kappa: 0.9108, kb_relative_information_score: 339.1647, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.9313, predictive_accuracy: 0.929, prior_entropy: 2.585, ram_hours: 0, recall: 0.929, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.3695, run_cpu_time: 0.2,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.7986, kappa: 0.5909, kb_relative_information_score: 86.4067, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.8004, predictive_accuracy: 0.8, prior_entropy: 1, ram_hours: 0, recall: 0.8, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.843, run_cpu_time: 0.05,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9489, kappa: 0.8873, kb_relative_information_score: 33808.4562, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.9495, predictive_accuracy: 0.9487, prior_entropy: 1, ram_hours: 0, recall: 0.9487, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.407, run_cpu_time: 0.61,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, 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,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7105, f_measure: 0.6997, kappa: 0.3922, kb_relative_information_score: 31.4502, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.6996, predictive_accuracy: 0.7005, prior_entropy: 1, ram_hours: 0, recall: 0.7005, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4687, root_relative_squared_error: 0.9375, run_cpu_time: 0.05,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.682, f_measure: 0.6468, kappa: 0.2044, kb_relative_information_score: 155.7389, mean_absolute_error: 0.4101, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.6464, predictive_accuracy: 0.6667, prior_entropy: 1, ram_hours: 0, recall: 0.6667, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9239, run_cpu_time: 0.01,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-statlog
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.7986, kappa: 0.5909, kb_relative_information_score: 86.4067, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.5, number_of_instances: 270, precision: 0.8004, predictive_accuracy: 0.8, prior_entropy: 1, ram_hours: 0, recall: 0.8, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.843, run_cpu_time: 0.06,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.5627, kappa: 0.1297, kb_relative_information_score: 174.0052, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.5765, predictive_accuracy: 0.5809, prior_entropy: 2.3219, recall: 0.5809, relative_absolute_error: 0.5906, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.318, root_relative_squared_error: 0.7949,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.7498, kappa: 0.6973, kb_relative_information_score: 1968.7375, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.7688, predictive_accuracy: 0.7583, prior_entropy: 2.585, ram_hours: 0, recall: 0.7583, relative_absolute_error: 0.8438, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.8745, run_cpu_time: 0.29,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(breast-w)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8719, kappa: 0.7181, kb_relative_information_score: 29224, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.8733, predictive_accuracy: 0.8712, prior_entropy: 1, ram_hours: 0, recall: 0.8712, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.7178, run_cpu_time: 0.27,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7892, f_measure: 0.5994, kappa: 0.4994, kb_relative_information_score: 122.0682, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0.6645, predictive_accuracy: 0.5575, prior_entropy: 4.585, ram_hours: 0, recall: 0.5575, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.8462, run_cpu_time: 0.31,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set cylinder-bands
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2507, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 540, precision: 0.1783, predictive_accuracy: 0.4222, prior_entropy: 1, ram_hours: 0, recall: 0.4222, 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,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.522, kappa: 0.2937, kb_relative_information_score: 861.6709, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.4444, number_of_instances: 3190, precision: 0.639, predictive_accuracy: 0.5182, prior_entropy: 1.585, ram_hours: 0, recall: 0.5182, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4529, root_relative_squared_error: 0.9608, run_cpu_time: 0.07,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set solar-flare
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.992, kappa: -0.0024, kb_relative_information_score: 1053.8461, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.4444, number_of_instances: 1066, precision: 0.9906, predictive_accuracy: 0.9934, prior_entropy: 1.585, ram_hours: 0, recall: 0.9934, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.1424, run_cpu_time: 0.02,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8403, kappa: 0.7695, kb_relative_information_score: 782034.9175, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8596, predictive_accuracy: 0.8461, prior_entropy: 1.585, ram_hours: 0, recall: 0.8461, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.289, root_relative_squared_error: 0.6131, run_cpu_time: 32.72,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -2.0131, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0, predictive_accuracy: 0.0044, prior_entropy: 4.585, ram_hours: 0, recall: 0.0044, relative_absolute_error: 1.0389, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.288, root_relative_squared_error: 1.4414, run_cpu_time: 0.04,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.3409, kappa: 0.3111, kb_relative_information_score: 825.6609, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4724, predictive_accuracy: 0.38, prior_entropy: 3.3219, ram_hours: 0, recall: 0.38, relative_absolute_error: 0.6927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.275, root_relative_squared_error: 0.9167, run_cpu_time: 0.1,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.5961, kappa: 0.2395, kb_relative_information_score: 14.7173, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5857, predictive_accuracy: 0.6071, prior_entropy: 2, recall: 0.6071, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4432, root_relative_squared_error: 1.0235,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, f_measure: 0.0182, kb_relative_information_score: 387.9153, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0007, run_cpu_time: 0.12,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.3075, kappa: 0.1176, kb_relative_information_score: 263.8997, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.4503, predictive_accuracy: 0.3693, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3693, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.286, root_relative_squared_error: 0.9535, run_cpu_time: 0.09,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8381, kappa: 0.5431, kb_relative_information_score: 29488.3216, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8365, predictive_accuracy: 0.8434, prior_entropy: 1, ram_hours: 0, recall: 0.8434, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6789, run_cpu_time: 0.8,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, f_measure: 0.7931, kappa: -0.0138, kb_relative_information_score: 221229.5366, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8084, predictive_accuracy: 0.7798, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7798, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7419, run_cpu_time: 1.95,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9812, kappa: 0.9623, kb_relative_information_score: 2757.53, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.9814, predictive_accuracy: 0.9812, prior_entropy: 1, ram_hours: 0, recall: 0.9812, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3263, run_cpu_time: 0.46,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4875, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.3974, predictive_accuracy: 0.6304, prior_entropy: 1, ram_hours: 0, recall: 0.6304, 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,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8803, kappa: 0.7634, kb_relative_information_score: 844575.1968, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.8821, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8821, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.469, run_cpu_time: 117.14,
Jason 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.0997, number_of_instances: 683, precision: 0.0009, predictive_accuracy: 0.0293, prior_entropy: 4.2479, ram_hours: 0, recall: 0.0293, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2233, root_relative_squared_error: 1, run_cpu_time: 0.04,
Jason 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8691, kappa: 0.8561, kb_relative_information_score: 1774.829, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8705, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8705, relative_absolute_error: 0.1676, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.4406, run_cpu_time: 0.21,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 0.2,
Jason 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, f_measure: 0.5767, kappa: 0.1434, kb_relative_information_score: 29, mean_absolute_error: 0.4225, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.5762, predictive_accuracy: 0.5775, prior_entropy: 1, ram_hours: 0, recall: 0.5775, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.65, root_relative_squared_error: 1.2999, run_cpu_time: 0.02,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 57.01,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.4167, kappa: 0.2565, kb_relative_information_score: 90.7812, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.5084, predictive_accuracy: 0.4537, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4537, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8992, run_cpu_time: 0.03,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3153, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.2339, predictive_accuracy: 0.4836, prior_entropy: 1, recall: 0.4836, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9009, kappa: 0.8859, kb_relative_information_score: 2029.9771, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9027, predictive_accuracy: 0.9022, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9022, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4085, run_cpu_time: 12.92,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.6508, kappa: 0.295, kb_relative_information_score: 300436, mean_absolute_error: 0.3498, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6518, predictive_accuracy: 0.6502, prior_entropy: 1, ram_hours: 0, recall: 0.6502, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5914, root_relative_squared_error: 1.1828, run_cpu_time: 10,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0924, kb_relative_information_score: -25468, mean_absolute_error: 0.7607, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.0573, predictive_accuracy: 0.2393, prior_entropy: 1, ram_hours: 0, recall: 0.2393, relative_absolute_error: 1.5214, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8722, root_relative_squared_error: 1.7444, run_cpu_time: 0.85,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8837, kappa: 0.8701, kb_relative_information_score: 4945.5206, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8869, predictive_accuracy: 0.8831, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8831, relative_absolute_error: 0.1312, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4982, run_cpu_time: 1.38,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 248392.7153, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, ram_hours: 0, recall: 0.903, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4623, run_cpu_time: 13.13,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5911, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5057, predictive_accuracy: 0.7111, prior_entropy: 1.585, recall: 0.7111, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set spect_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3913, kb_relative_information_score: 19, mean_absolute_error: 0.4492, mean_prior_absolute_error: 0.5, number_of_instances: 187, precision: 0.3034, predictive_accuracy: 0.5508, prior_entropy: 1, recall: 0.5508, relative_absolute_error: 0.8984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6702, root_relative_squared_error: 1.3404,
Jason 11 years ago
ran flow moa.LeveragingBag_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: 0.5421, f_measure: 0.5033, kappa: 0.0093, kb_relative_information_score: 24.1908, mean_absolute_error: 0.4714, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.5047, predictive_accuracy: 0.5046, prior_entropy: 1, ram_hours: 0, recall: 0.5046, relative_absolute_error: 0.9427, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5118, root_relative_squared_error: 1.0237, run_cpu_time: 0.05,
Jason 11 years ago
ran flow moa.OzaBag_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: 680533.782, 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: 0.0006, 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: 86.1289,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.5762, kappa: -0, kb_relative_information_score: 194722.3604, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0, recall: 0.6998, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9167, run_cpu_time: 11.39,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9728, kb_relative_information_score: 972225.6098, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 2.585, ram_hours: 0, recall: 0.9783, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2039, run_cpu_time: 27.3975,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1422, kb_relative_information_score: 233563.0104, mean_absolute_error: 0.2319, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.3046, prior_entropy: 2.585, ram_hours: 0.0046, recall: 0.3046, relative_absolute_error: 0.8347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4814, root_relative_squared_error: 1.2917, run_cpu_time: 92.81,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6924, kappa: 0.6622, kb_relative_information_score: 676467.0578, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6922, predictive_accuracy: 0.6929, prior_entropy: 3.4594, ram_hours: 0, recall: 0.6929, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6916, run_cpu_time: 75.7626,
Jason 11 years ago
ran flow moa.OzaBoost_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
Jason 11 years ago
ran flow moa.SPegasos(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
Jason 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,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.3338, kappa: 0.0006, kb_relative_information_score: 87877.4844, mean_absolute_error: 0.4442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3338, predictive_accuracy: 0.3338, prior_entropy: 1.585, ram_hours: 0, recall: 0.3338, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6665, root_relative_squared_error: 1.4138, run_cpu_time: 13.1622,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8789, kappa: 0.7549, kb_relative_information_score: 680251.1713, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.879, prior_entropy: 1, ram_hours: 0, recall: 0.879, relative_absolute_error: 0.3408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6163, run_cpu_time: 23.1262,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9123, kappa: 0.7292, kb_relative_information_score: 768026.8081, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 1, ram_hours: 0, recall: 0.914, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5144, run_cpu_time: 27.6058,
Jason 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8808, kappa: 0.6282, kb_relative_information_score: 685852.4264, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8844, prior_entropy: 1, ram_hours: 0, recall: 0.8844, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.5833, run_cpu_time: 7.3631,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.8641, kappa: 0.725, kb_relative_information_score: 682320.0346, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.864, prior_entropy: 1, ram_hours: 0, recall: 0.864, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6408, run_cpu_time: 12.082,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1005, kb_relative_information_score: 95248.4641, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0629, predictive_accuracy: 0.2507, prior_entropy: 2, ram_hours: 0.0129, recall: 0.2507, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6121, root_relative_squared_error: 1.4135, run_cpu_time: 192.5525,
Jason 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8584, kappa: 0.8429, kb_relative_information_score: 822385.3897, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8585, predictive_accuracy: 0.8586, prior_entropy: 3.3219, ram_hours: 0.0045, recall: 0.8586, relative_absolute_error: 0.2843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.4853, run_cpu_time: 456.55,
Jason 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7977, kappa: 0.5935, kb_relative_information_score: 500189.7023, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0.0005, recall: 0.7979, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.7984, run_cpu_time: 171.92,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.4131, kappa: 0.252, kb_relative_information_score: 247668.1115, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.463, predictive_accuracy: 0.4416, prior_entropy: 2, ram_hours: 0.0762, recall: 0.4416, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.9135, run_cpu_time: 869.9371,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, ram_hours: 0, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049, run_cpu_time: 19.8457,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7452, kappa: 0.4928, kb_relative_information_score: 326813.1473, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7453, prior_entropy: 1, ram_hours: 0.0002, recall: 0.7453, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.827, run_cpu_time: 1175.082,
Jason 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.7552, kappa: 0.5126, kb_relative_information_score: 723078.5325, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7533, predictive_accuracy: 0.7572, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7572, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.779, run_cpu_time: 5.773,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5227, f_measure: 0.5345, kappa: 0.0454, kb_relative_information_score: 69540, mean_absolute_error: 0.4652, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5343, predictive_accuracy: 0.5348, prior_entropy: 1, ram_hours: 0, recall: 0.5348, relative_absolute_error: 0.9305, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6821, root_relative_squared_error: 1.3642, run_cpu_time: 12.6091,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.7683, kappa: 0.5232, kb_relative_information_score: 539170, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7683, predictive_accuracy: 0.7695, prior_entropy: 1, ram_hours: 0, recall: 0.7695, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4798, root_relative_squared_error: 0.9595, run_cpu_time: 29.5523,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9206, kappa: 0.8941, kb_relative_information_score: 907393.0931, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9243, predictive_accuracy: 0.9186, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9186, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.3722, run_cpu_time: 31.6542,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, f_measure: 0.4715, kappa: 0.3532, kb_relative_information_score: 409670.6004, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4279, predictive_accuracy: 0.5688, prior_entropy: 1.585, ram_hours: 0, recall: 0.5688, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5362, root_relative_squared_error: 1.1374, run_cpu_time: 14.1057,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, ram_hours: 0, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 19.0236,
Jason 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.5596, kappa: 0.4235, kb_relative_information_score: 405982.3314, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5559, predictive_accuracy: 0.5675, prior_entropy: 2, ram_hours: 0.0011, recall: 0.5675, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.8532, run_cpu_time: 7329.7937,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.164, kappa: 0.0883, kb_relative_information_score: 122013.0062, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.175, predictive_accuracy: 0.1712, prior_entropy: 3.4594, ram_hours: 0.0725, recall: 0.1712, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.28, root_relative_squared_error: 0.974, run_cpu_time: 847.2127,
Jason 11 years ago
ran flow moa.LeveragingBag_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
Jason 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,
Jason 11 years ago
ran flow moa.NaiveBayes(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
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723493.1712, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, ram_hours: 0, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148, run_cpu_time: 9.9844,
Jason 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.6654, kappa: 0.5665, kb_relative_information_score: 503989.6955, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6612, predictive_accuracy: 0.6749, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6749, relative_absolute_error: 0.6128, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.7608, run_cpu_time: 165.5918,
Jason 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.395, kappa: -0, kb_relative_information_score: 15859.977, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3069, predictive_accuracy: 0.554, prior_entropy: 1, ram_hours: 0, recall: 0.554, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, run_cpu_time: 5.9036,
Jason 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,
Jason 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2339, kappa: -0, kb_relative_information_score: 173182.1208, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2339, predictive_accuracy: 0.2339, prior_entropy: 2.8074, ram_hours: 0, recall: 0.2339, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.337, run_cpu_time: 7.0726,
Jason 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, ram_hours: 0, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098, run_cpu_time: 7.8779,
Jason 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785, run_cpu_time: 19.7135,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.6826, kappa: 0.2119, kb_relative_information_score: 325489.0648, mean_absolute_error: 0.3501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6892, predictive_accuracy: 0.7175, prior_entropy: 1, ram_hours: 0.0246, recall: 0.7175, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4252, root_relative_squared_error: 0.8503, run_cpu_time: 561.0822,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.8596, kappa: 0.078, kb_relative_information_score: 255076.6347, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.861, predictive_accuracy: 0.9012, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9012, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.466, run_cpu_time: 63.0897,
Jason 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -107930, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0.0016, recall: 0.446, relative_absolute_error: 1.1079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7441, root_relative_squared_error: 1.4882, run_cpu_time: 62.0149,
Jason 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7246, f_measure: 0.6958, kappa: 0.3733, kb_relative_information_score: 337789.0517, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6984, prior_entropy: 1, ram_hours: 0, recall: 0.6984, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4836, root_relative_squared_error: 0.9673, run_cpu_time: 13.7047,
Jason 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8723, kappa: 0.8091, kb_relative_information_score: 547909.2597, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8726, predictive_accuracy: 0.8727, prior_entropy: 1.585, ram_hours: 0, recall: 0.8727, relative_absolute_error: 0.5668, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.6822, run_cpu_time: 17.6759,
Jason 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7337, f_measure: 0.6771, kappa: 0.201, kb_relative_information_score: 343787.6615, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7287, prior_entropy: 1, ram_hours: 0, recall: 0.7287, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8497, run_cpu_time: 370.5979,
Jason 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.7814, kappa: 0.5526, kb_relative_information_score: 491260.5088, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7819, predictive_accuracy: 0.7811, prior_entropy: 1, ram_hours: 0, recall: 0.7811, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7924, run_cpu_time: 25.8125,
Jason 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.7217, kappa: 0.6715, kb_relative_information_score: 691440.7921, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7434, predictive_accuracy: 0.7427, prior_entropy: 2.585, ram_hours: 0.0093, recall: 0.7427, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.238, root_relative_squared_error: 0.6385, run_cpu_time: 345.2339,
Jason 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840737.7791, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, ram_hours: 0, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977, run_cpu_time: 19.5818,
Jason 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 26.6212,
Jason 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.872, kappa: 0.8088, kb_relative_information_score: 789238.1304, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8725, predictive_accuracy: 0.8725, prior_entropy: 1.585, ram_hours: 0, recall: 0.8725, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.5411, run_cpu_time: 42.3145,
Jason 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, ram_hours: 0, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886, run_cpu_time: 6.0748,