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Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8228, kappa: 0.6437, kb_relative_information_score: 501467.8469, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, ram_hours: 0.0079, recall: 0.823, relative_absolute_error: 0.5337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.7146, run_cpu_time: 451.37,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: 0.0009, 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: 60.15,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, ram_hours: 0, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857, run_cpu_time: 58.54,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9755, kappa: 0.9694, kb_relative_information_score: 887751.4617, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 2.585, ram_hours: 0.0186, recall: 0.9755, relative_absolute_error: 0.1966, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.3179, run_cpu_time: 517.57,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.85, kb_relative_information_score: 242568.2934, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4888, run_cpu_time: 3.28,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399154, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4897, predictive_accuracy: 0.6998, prior_entropy: 1, ram_hours: 0.0022, recall: 0.6998, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0958, run_cpu_time: 65.27,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371, run_cpu_time: 35.46,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2504, kb_relative_information_score: -155950, mean_absolute_error: 0.578, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.178, predictive_accuracy: 0.4219, prior_entropy: 1, ram_hours: 0.0036, recall: 0.4219, relative_absolute_error: 1.156, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7601, root_relative_squared_error: 1.5202, run_cpu_time: 64.96,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8281, kappa: 0.6546, kb_relative_information_score: 295903.7719, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0.0068, recall: 0.8281, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 375.6687,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, f_measure: 0.8824, kappa: 0.6298, kb_relative_information_score: 697266.0929, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8873, prior_entropy: 1, ram_hours: 0, recall: 0.8873, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.5795, run_cpu_time: 326.43,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 21.8248,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.4087, kappa: 0.2347, kb_relative_information_score: 364233.2076, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4017, predictive_accuracy: 0.458, prior_entropy: 2.8074, ram_hours: 0, recall: 0.458, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9293, run_cpu_time: 8.9056,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8894, kappa: 0.8347, kb_relative_information_score: 786150.1078, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8897, predictive_accuracy: 0.8898, prior_entropy: 1.585, ram_hours: 0.0221, recall: 0.8898, relative_absolute_error: 0.2629, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.4933, run_cpu_time: 618.44,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.7177, kappa: 0.3164, kb_relative_information_score: 372016.3055, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7141, predictive_accuracy: 0.7238, prior_entropy: 1, ram_hours: 0, recall: 0.7238, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9341, run_cpu_time: 7.9134,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.9256, kappa: 0.902, kb_relative_information_score: 910591.8251, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9249, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.9249, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.358, run_cpu_time: 166.2169,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.0914, kappa: 0.0005, kb_relative_information_score: 55267.8074, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0914, predictive_accuracy: 0.0914, prior_entropy: 3.4594, ram_hours: 0, recall: 0.0914, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4138, run_cpu_time: 8.3066,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5979, kappa: 0.0437, kb_relative_information_score: 195378, mean_absolute_error: 0.4023, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5982, predictive_accuracy: 0.5977, prior_entropy: 1, ram_hours: 0, recall: 0.5977, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6343, root_relative_squared_error: 1.2686, run_cpu_time: 7.4104,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.8203, kappa: 0.1877, kb_relative_information_score: 218405.1148, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.79, prior_entropy: 2.3219, ram_hours: 0, recall: 0.79, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592, run_cpu_time: 4.7466,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.6606, kappa: 0.2234, kb_relative_information_score: 311486.698, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6575, predictive_accuracy: 0.6754, prior_entropy: 1, ram_hours: 0.0142, recall: 0.6754, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0058, run_cpu_time: 1563.33,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.8875, kappa: 0.394, kb_relative_information_score: 254641.1183, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8821, predictive_accuracy: 0.8939, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8939, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5062, run_cpu_time: 2.83,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.3667, kappa: 0.3287, kb_relative_information_score: 414414.696, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3423, predictive_accuracy: 0.4685, prior_entropy: 2.585, ram_hours: 0, recall: 0.4685, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1294, run_cpu_time: 8.98,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.7912, kappa: 0.7692, kb_relative_information_score: 274681.2395, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7936, predictive_accuracy: 0.7923, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7923, relative_absolute_error: 0.9007, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.9189, run_cpu_time: 20.55,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2978, kb_relative_information_score: -64950, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.0074, recall: 0.4675, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7295, root_relative_squared_error: 1.4591, run_cpu_time: 91.94,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.7826, kappa: 0.5598, kb_relative_information_score: 565166, mean_absolute_error: 0.2174, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.7826, prior_entropy: 1, ram_hours: 0, recall: 0.7826, relative_absolute_error: 0.4348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4663, root_relative_squared_error: 0.9326, run_cpu_time: 5.47,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.7041, kappa: 0.3904, kb_relative_information_score: 270758.338, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7042, predictive_accuracy: 0.7068, prior_entropy: 1, ram_hours: 0.0001, recall: 0.7068, relative_absolute_error: 0.7534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4407, root_relative_squared_error: 0.8813, run_cpu_time: 555.2999,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371, run_cpu_time: 35.81,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.3634, kappa: 0.3069, kb_relative_information_score: 329517.232, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3637, predictive_accuracy: 0.37, prior_entropy: 3.4594, ram_hours: 0, recall: 0.37, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9146, run_cpu_time: 25.8706,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9846, kappa: 0.9807, kb_relative_information_score: 926167.6489, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9845, predictive_accuracy: 0.9846, prior_entropy: 2.585, ram_hours: 0.0013, recall: 0.9846, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.26, run_cpu_time: 233.92,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 24.3,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.1007, kappa: 0.0855, kb_relative_information_score: 143066.5735, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0936, predictive_accuracy: 0.1806, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1806, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.3494, run_cpu_time: 8.54,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.6965, kappa: 0.6109, kb_relative_information_score: 563074.8674, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6936, predictive_accuracy: 0.7081, prior_entropy: 2, ram_hours: 0.0037, recall: 0.7081, relative_absolute_error: 0.5407, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.7145, run_cpu_time: 306.5114,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.7628, kappa: 0.736, kb_relative_information_score: 760468.1094, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7688, predictive_accuracy: 0.7624, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7624, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567, run_cpu_time: 75.57,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.8599, kappa: 0.7163, kb_relative_information_score: 610702.3163, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8598, predictive_accuracy: 0.8599, prior_entropy: 1, ram_hours: 0, recall: 0.8599, relative_absolute_error: 0.4126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6587, run_cpu_time: 255.1543,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.8857, kappa: 0.8506, kb_relative_information_score: 853385.8429, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8856, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8856, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4723, run_cpu_time: 9.0006,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 681500.6066, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.88, prior_entropy: 1, ram_hours: 0, recall: 0.88, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.6112, run_cpu_time: 12.2802,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.5063, kappa: 0.4335, kb_relative_information_score: 424263.3091, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5262, predictive_accuracy: 0.575, prior_entropy: 2, ram_hours: 0, recall: 0.575, relative_absolute_error: 0.6974, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.874, run_cpu_time: 10.245,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8792, kappa: 0.7609, kb_relative_information_score: 843601.8807, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8808, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8808, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4773, run_cpu_time: 29.2658,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8014, f_measure: 0.3587, kappa: 0.2925, kb_relative_information_score: 342926.1345, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.369, predictive_accuracy: 0.3568, prior_entropy: 3.4594, ram_hours: 0, recall: 0.3568, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.9264, run_cpu_time: 182.0543,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.3188, kappa: 0.2531, kb_relative_information_score: 179052.814, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3214, predictive_accuracy: 0.321, prior_entropy: 3.4594, ram_hours: 0, recall: 0.321, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.9649, run_cpu_time: 23.43,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0997, kappa: -0.0005, kb_relative_information_score: 58526.4922, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0997, predictive_accuracy: 0.0997, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0997, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144, run_cpu_time: 9.0587,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.755, kappa: 0.4005, kb_relative_information_score: 434608.4999, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.765, prior_entropy: 1, ram_hours: 0, recall: 0.765, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8033, run_cpu_time: 14.6219,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.737, kappa: 0.4762, kb_relative_information_score: 702628.7025, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7352, predictive_accuracy: 0.7388, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7388, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.808, run_cpu_time: 5.7854,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, f_measure: 0.0945, kappa: 0.0795, kb_relative_information_score: 137446.6727, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0862, predictive_accuracy: 0.1752, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1752, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4062, root_relative_squared_error: 1.3539, run_cpu_time: 7.5945,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54794.7223, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 3.4594, ram_hours: 0, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142, run_cpu_time: 7.1346,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.6333, kappa: 0.0594, kb_relative_information_score: 150646.2934, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8455, predictive_accuracy: 0.5175, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5175, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.8958, run_cpu_time: 6.9038,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8456, kappa: 0.694, kb_relative_information_score: 808275.9699, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8457, predictive_accuracy: 0.8486, prior_entropy: 2.3219, ram_hours: 0.0008, recall: 0.8486, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.5257, run_cpu_time: 5424.1749,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.4701, kappa: 0.4029, kb_relative_information_score: 533219.964, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4386, predictive_accuracy: 0.5675, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5675, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3515, root_relative_squared_error: 1.0046, run_cpu_time: 6.7161,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, ram_hours: 0, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857, run_cpu_time: 49.4632,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5452, f_measure: 0.1628, kappa: 0.0903, kb_relative_information_score: 140096.8784, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1654, predictive_accuracy: 0.173, prior_entropy: 3.4594, ram_hours: 0, recall: 0.173, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3877, root_relative_squared_error: 1.3485, run_cpu_time: 8.9456,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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[build], line 15
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2252, kappa: 0, kb_relative_information_score: 228698.2798, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.183, predictive_accuracy: 0.3965, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3965, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9454, run_cpu_time: 10.965,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4987,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7263, f_measure: 0.5429, kappa: 0.4063, kb_relative_information_score: 471767.9475, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.547, predictive_accuracy: 0.5552, prior_entropy: 2, ram_hours: 0, recall: 0.5552, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.426, root_relative_squared_error: 0.9838, run_cpu_time: 10.2804,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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: 0.1671, kappa: 0.0002, kb_relative_information_score: 100237.9315, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.137, predictive_accuracy: 0.2549, prior_entropy: 2, ram_hours: 0, recall: 0.2549, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4096, run_cpu_time: 8.5805,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.5119, kappa: -0.0005, kb_relative_information_score: 23892, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5119, predictive_accuracy: 0.5119, prior_entropy: 1, ram_hours: 0, recall: 0.5119, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6986, root_relative_squared_error: 1.3972, run_cpu_time: 13.1688,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8437, kappa: 0.6825, kb_relative_information_score: 599889.5068, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8462, predictive_accuracy: 0.8448, prior_entropy: 1, ram_hours: 0, recall: 0.8448, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.6669, run_cpu_time: 272.4228,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.176, kappa: -0, kb_relative_information_score: 2438.4996, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3333, predictive_accuracy: 0.3383, prior_entropy: 1.585, ram_hours: 0, recall: 0.3383, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, run_cpu_time: 16.6433,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6426, kappa: 0.5389, kb_relative_information_score: 529443.7654, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6388, predictive_accuracy: 0.6541, prior_entropy: 2, ram_hours: 0, recall: 0.6541, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.7985, run_cpu_time: 61.3272,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7568, kappa: 0.5152, kb_relative_information_score: 730337.989, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7599, prior_entropy: 2.3219, ram_hours: 0.0086, recall: 0.7599, relative_absolute_error: 0.3684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6226, run_cpu_time: 372.335,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2504, kb_relative_information_score: -156124, mean_absolute_error: 0.5781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.178, predictive_accuracy: 0.4219, prior_entropy: 1, ram_hours: 0, recall: 0.4219, relative_absolute_error: 1.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7603, root_relative_squared_error: 1.5206, run_cpu_time: 14.9986,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0196, kb_relative_information_score: 63049.3933, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0108, predictive_accuracy: 0.104, prior_entropy: 3.3219, ram_hours: 0, recall: 0.104, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.411, run_cpu_time: 8.3365,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.4073, kappa: 0.2185, kb_relative_information_score: 292192.1826, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4061, predictive_accuracy: 0.4139, prior_entropy: 2, ram_hours: 0, recall: 0.4139, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5412, root_relative_squared_error: 1.2498, run_cpu_time: 9.5538,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801, run_cpu_time: 7.4435,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8809, kappa: 0.6416, kb_relative_information_score: 722628.4769, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8798, prior_entropy: 1, ram_hours: 0, recall: 0.8798, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.6576, run_cpu_time: 7.8594,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8194, kappa: 0.7296, kb_relative_information_score: 565932.9658, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8193, predictive_accuracy: 0.8198, prior_entropy: 1.585, ram_hours: 0.7022, recall: 0.8198, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.6635, run_cpu_time: 4398.06,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.8096, kappa: 0.618, kb_relative_information_score: 480260.8684, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8147, predictive_accuracy: 0.809, prior_entropy: 1, ram_hours: 0.0394, recall: 0.809, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3681, root_relative_squared_error: 0.7362, run_cpu_time: 808.4159,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.8861, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, ram_hours: 0, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111, run_cpu_time: 14.3193,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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[build], line 15
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.4484, kappa: 0.2861, kb_relative_information_score: 356238.9133, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4762, predictive_accuracy: 0.4619, prior_entropy: 2, ram_hours: 0, recall: 0.4619, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4464, root_relative_squared_error: 1.0309, run_cpu_time: 29.2261,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.848, kappa: 0.6988, kb_relative_information_score: 763279.7164, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8469, predictive_accuracy: 0.8497, prior_entropy: 2.3219, ram_hours: 0.0193, recall: 0.8497, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.5419, run_cpu_time: 485.75,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.7622, kappa: 0.6442, kb_relative_information_score: 582332.5046, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7621, predictive_accuracy: 0.7628, prior_entropy: 1.585, ram_hours: 0, recall: 0.7628, relative_absolute_error: 0.4914, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7071, run_cpu_time: 21.66,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, f_measure: 0.3487, kappa: 0.2838, kb_relative_information_score: 348449.9406, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3506, predictive_accuracy: 0.3489, prior_entropy: 3.4594, ram_hours: 0, recall: 0.3489, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3144, root_relative_squared_error: 1.0935, run_cpu_time: 10.4608,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9731, kappa: 0.9664, kb_relative_information_score: 966908.9745, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9731, predictive_accuracy: 0.9732, prior_entropy: 2.585, ram_hours: 0, recall: 0.9732, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2266, run_cpu_time: 45.9071,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9846, kappa: 0.9807, kb_relative_information_score: 975895.2597, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, ram_hours: 0.0005, recall: 0.9846, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.064, root_relative_squared_error: 0.1718, run_cpu_time: 172.3306,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.0434, kappa: 0.0121, kb_relative_information_score: 66257.9377, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0455, predictive_accuracy: 0.102, prior_entropy: 3.4594, ram_hours: 0, recall: 0.102, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4041, root_relative_squared_error: 1.4056, run_cpu_time: 6.6899,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, ram_hours: 0, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902, run_cpu_time: 24.8607,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.855, kappa: 0.713, kb_relative_information_score: 766826.7175, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8539, predictive_accuracy: 0.8569, prior_entropy: 2.3219, ram_hours: 0.08, recall: 0.8569, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.5338, run_cpu_time: 3566.9864,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.7458, kappa: 0.6204, kb_relative_information_score: 592794.1576, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7461, predictive_accuracy: 0.7469, prior_entropy: 1.585, ram_hours: 0, recall: 0.7469, relative_absolute_error: 0.4702, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3687, root_relative_squared_error: 0.782, run_cpu_time: 16.635,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54872.7034, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.091, prior_entropy: 3.4594, ram_hours: 0, recall: 0.091, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4141, run_cpu_time: 7.2996,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.8534, kappa: 0.0591, kb_relative_information_score: 257738.8423, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8259, predictive_accuracy: 0.8911, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8911, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243, run_cpu_time: 1.9004,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8804, kappa: 0.7636, kb_relative_information_score: 755554.8228, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8822, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8822, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.5303, run_cpu_time: 93.8948,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.881, kappa: 0.6315, kb_relative_information_score: 561161.3506, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.8836, prior_entropy: 1, ram_hours: 0.2186, recall: 0.8836, relative_absolute_error: 0.4815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6178, run_cpu_time: 4914.23,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, ram_hours: 0, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179, run_cpu_time: 16.07,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5762, kb_relative_information_score: 399548, mean_absolute_error: 0.3002, 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: 0.6005, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5479, root_relative_squared_error: 1.0959, run_cpu_time: 10.19,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7658, f_measure: 0.5533, kappa: 0.4191, kb_relative_information_score: 311454.0745, mean_absolute_error: 0.3066, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.55, predictive_accuracy: 0.5641, prior_entropy: 2, ram_hours: 0, recall: 0.5641, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3913, root_relative_squared_error: 0.9036, run_cpu_time: 13.37,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8806, kappa: 0.758, kb_relative_information_score: 684380.7409, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8806, predictive_accuracy: 0.8807, prior_entropy: 1, ram_hours: 0, recall: 0.8807, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6095, run_cpu_time: 47.28,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.8655, kappa: 0.7281, kb_relative_information_score: 654655.5182, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8658, predictive_accuracy: 0.8654, prior_entropy: 1, ram_hours: 0, recall: 0.8654, relative_absolute_error: 0.3697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.6782, run_cpu_time: 11.54,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.816, f_measure: 0.7707, kappa: 0.4368, kb_relative_information_score: 429520.4405, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7725, predictive_accuracy: 0.7823, prior_entropy: 1, ram_hours: 0.0016, recall: 0.7823, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3904, root_relative_squared_error: 0.7807, run_cpu_time: 167.06,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8832, kappa: 0.7636, kb_relative_information_score: 680533.6703, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8832, prior_entropy: 1, ram_hours: 0.001, recall: 0.8832, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.5921, run_cpu_time: 150,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8802, kappa: 0.7631, kb_relative_information_score: 844478.3643, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.882, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.882, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4697, run_cpu_time: 99.74,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9218, kappa: 0.76, kb_relative_information_score: 522382.0112, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9214, predictive_accuracy: 0.9227, prior_entropy: 1, ram_hours: 0.0005, recall: 0.9227, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6101, run_cpu_time: 113.48,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.8748, kappa: 0.7462, kb_relative_information_score: 749908, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.875, prior_entropy: 1, ram_hours: 0, recall: 0.875, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7065, run_cpu_time: 8.99,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9634, kappa: 0.9543, kb_relative_information_score: 933130.8133, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9649, predictive_accuracy: 0.9635, prior_entropy: 2.585, ram_hours: 0.0001, recall: 0.9635, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.2799, run_cpu_time: 702.85,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.666, kappa: 0.573, kb_relative_information_score: 533071.6961, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6639, predictive_accuracy: 0.6796, prior_entropy: 2, ram_hours: 0.0003, recall: 0.6796, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7485, run_cpu_time: 172.09,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.8383, kappa: 0.8202, kb_relative_information_score: 827120.3421, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8391, predictive_accuracy: 0.8382, prior_entropy: 3.3219, ram_hours: 0.0006, recall: 0.8382, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.5076, run_cpu_time: 527.66,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.8799, kappa: 0.8203, kb_relative_information_score: 645176.6676, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.88, predictive_accuracy: 0.8802, prior_entropy: 1.585, ram_hours: 0.002, recall: 0.8802, relative_absolute_error: 0.4538, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5792, run_cpu_time: 335.04,