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Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.6935, kappa: 0.6594, kb_relative_information_score: 646110.671, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.694, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8082, kappa: 0.6708, kb_relative_information_score: 668824.3554, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8107, predictive_accuracy: 0.8195, prior_entropy: 3.3219, recall: 0.8195, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.542,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8839, kappa: 0.849, kb_relative_information_score: 799675.6117, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8849, predictive_accuracy: 0.8836, prior_entropy: 2.3219, recall: 0.8836, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4632,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.596, kappa: 0.1923, kb_relative_information_score: 197900.1666, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7166, predictive_accuracy: 0.6657, prior_entropy: 1, recall: 0.6657, relative_absolute_error: 0.8176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4518, root_relative_squared_error: 0.9035,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9659, kappa: 0.9281, kb_relative_information_score: 117671.8107, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3289,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9545, kappa: 0.9012, kb_relative_information_score: 855281.0869, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9545, predictive_accuracy: 0.9544, prior_entropy: 1, recall: 0.9544, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3705,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.8431, kappa: 0.7489, kb_relative_information_score: 472664.7696, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8446, predictive_accuracy: 0.8452, prior_entropy: 2.8074, recall: 0.8452, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5119,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8024, kappa: 0.6048, kb_relative_information_score: 741267.1687, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8024, predictive_accuracy: 0.8024, prior_entropy: 2.3219, recall: 0.8024, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9423, kappa: 0.8845, kb_relative_information_score: 830786.3425, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.9423, prior_entropy: 1, recall: 0.9423, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4152,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8988, kappa: 0.7976, kb_relative_information_score: 829948.5867, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.8988, prior_entropy: 2.3219, recall: 0.8988, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.258, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.3231, kappa: 0.1537, kb_relative_information_score: 158906.0882, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4284, predictive_accuracy: 0.3841, prior_entropy: 2.3219, recall: 0.3841, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.9583,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.6115, kappa: 0.4949, kb_relative_information_score: 358447.2133, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6259, predictive_accuracy: 0.6167, prior_entropy: 2.3219, recall: 0.6167, relative_absolute_error: 0.775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.8417,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8263, kappa: 0.6435, kb_relative_information_score: 24293.0455, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8264, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8526, kappa: 0.6867, kb_relative_information_score: 582892.1874, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8535, predictive_accuracy: 0.8541, prior_entropy: 1, recall: 0.8541, relative_absolute_error: 0.4524, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.6759,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.812, kappa: 0.7575, kb_relative_information_score: 706935.3879, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8144, predictive_accuracy: 0.8139, prior_entropy: 2.3219, recall: 0.8139, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5652,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.851, kappa: 0.8063, kb_relative_information_score: 752973.2123, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.851, prior_entropy: 2.3219, recall: 0.851, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.5193,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8535, kappa: 0.6886, kb_relative_information_score: 584222.2706, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6743,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9467, kappa: 0.8831, kb_relative_information_score: 842440.2235, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9469, prior_entropy: 1, recall: 0.9469, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4016,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9466, kappa: 0.8684, kb_relative_information_score: 932850.2083, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9479, prior_entropy: 2.585, recall: 0.9479, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3037,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 857600.1706, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4269,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.5441, kappa: 0.528, kb_relative_information_score: 576991.5291, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5456, predictive_accuracy: 0.5462, prior_entropy: 4.7004, recall: 0.5462, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.782,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5299, kappa: 0.2707, kb_relative_information_score: 12590.4091, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5291, predictive_accuracy: 0.5313, prior_entropy: 1.585, recall: 0.5313, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.9285,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8839, kappa: 0.765, kb_relative_information_score: 680849.1195, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8839, prior_entropy: 1, recall: 0.8839, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.5886,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8806, kappa: 0.764, kb_relative_information_score: 844452.3048, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.7719, kappa: 0.4394, kb_relative_information_score: 429855.9513, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7739, predictive_accuracy: 0.7835, prior_entropy: 1, recall: 0.7835, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7782,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8885, kappa: 0.7739, kb_relative_information_score: 686841.1478, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8886, predictive_accuracy: 0.8886, prior_entropy: 1, recall: 0.8886, relative_absolute_error: 0.3376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.5732,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) 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: 0.9848, kappa: 0.981, kb_relative_information_score: 975827.5097, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9848, predictive_accuracy: 0.9848, prior_entropy: 2.585, recall: 0.9848, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0636, root_relative_squared_error: 0.1706,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9195, kappa: 0.7505, kb_relative_information_score: 771173.797, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9213, prior_entropy: 1, recall: 0.9213, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.4818,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.668, kappa: 0.5758, kb_relative_information_score: 532456.1124, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.6818, prior_entropy: 2, recall: 0.6818, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7458,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.728, kappa: 0.3867, kb_relative_information_score: 12379.3192, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7313, predictive_accuracy: 0.7398, prior_entropy: 1, recall: 0.7398, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4202, root_relative_squared_error: 0.8404,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8399, kappa: 0.5458, kb_relative_information_score: 29169.2775, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.839, predictive_accuracy: 0.8464, prior_entropy: 1, recall: 0.8464, relative_absolute_error: 0.4264, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6621,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.7644, kappa: 0.7119, kb_relative_information_score: 720246.2811, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7693, predictive_accuracy: 0.7767, prior_entropy: 2.585, recall: 0.7767, relative_absolute_error: 0.3649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.6057,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.838, kappa: 0.8199, kb_relative_information_score: 828791.6029, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8384, predictive_accuracy: 0.838, prior_entropy: 3.3219, recall: 0.838, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.5064,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9255, kappa: 0.9019, kb_relative_information_score: 910536.8751, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3584,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9401, kappa: 0.9091, kb_relative_information_score: 883419.4496, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9401, prior_entropy: 1.585, recall: 0.9401, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3691,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.713, kappa: 0.6848, kb_relative_information_score: 686164.5317, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7127, predictive_accuracy: 0.7135, prior_entropy: 3.4594, recall: 0.7135, relative_absolute_error: 0.4569, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6679,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.8867, kappa: 0.8307, kb_relative_information_score: 793008.6932, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8871, predictive_accuracy: 0.8871, prior_entropy: 1.585, recall: 0.8871, relative_absolute_error: 0.2518, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.234, root_relative_squared_error: 0.4965,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.6133, kappa: 0.489, kb_relative_information_score: 557307.3814, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.612, predictive_accuracy: 0.6352, prior_entropy: 2.585, recall: 0.6352, relative_absolute_error: 0.5386, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.7856,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6912, f_measure: 0.6315, kappa: 0.264, kb_relative_information_score: 110028.7666, mean_absolute_error: 0.4078, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6569, predictive_accuracy: 0.6504, prior_entropy: 1, recall: 0.6504, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.478, root_relative_squared_error: 0.9561,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 999693.7043, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0144,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.84, kappa: 0.491, kb_relative_information_score: 590151.1231, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8391, predictive_accuracy: 0.8499, prior_entropy: 1, recall: 0.8499, relative_absolute_error: 0.4352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.6565,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999976.2841, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0038,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9491, kappa: 0.885, kb_relative_information_score: 855114.9812, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 1, recall: 0.949, relative_absolute_error: 0.1562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.3778,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.957, kappa: 0.9035, kb_relative_information_score: 421120.3531, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9572, predictive_accuracy: 0.9568, prior_entropy: 1, recall: 0.9568, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3643,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8571, kappa: 0.8418, kb_relative_information_score: 863660.0375, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8576, prior_entropy: 3.3219, recall: 0.8576, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.4658,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8432, kappa: 0.688, kb_relative_information_score: 55640.1322, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8514, predictive_accuracy: 0.844, prior_entropy: 1, recall: 0.844, relative_absolute_error: 0.468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6878,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8427, kappa: 0.8067, kb_relative_information_score: 808181.0908, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8428, predictive_accuracy: 0.8433, prior_entropy: 2.585, recall: 0.8433, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5213,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8651, kappa: 0.8425, kb_relative_information_score: 838869.2496, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8661, predictive_accuracy: 0.865, prior_entropy: 2.8074, recall: 0.865, relative_absolute_error: 0.2206, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9655, kappa: 0.9273, kb_relative_information_score: 117725.6456, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1, recall: 0.9655, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.8019, kappa: 0.7765, kb_relative_information_score: 774226.8805, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8018, predictive_accuracy: 0.803, prior_entropy: 3.1699, recall: 0.803, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5618,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 971408.1583, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 1, recall: 0.9897, relative_absolute_error: 0.031, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.1758,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4877, f_measure: 0.537, kappa: -0.0201, kb_relative_information_score: 10642.9022, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5271, predictive_accuracy: 0.5745, prior_entropy: 1, recall: 0.5745, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6107, root_relative_squared_error: 1.2214,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9425, kappa: 0.885, kb_relative_information_score: 831062.6259, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9425, predictive_accuracy: 0.9425, prior_entropy: 1, recall: 0.9425, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.413,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.899, kappa: 0.798, kb_relative_information_score: 829880.3987, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8022, kappa: 0.6045, kb_relative_information_score: 741195.3664, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.8022, prior_entropy: 2.3219, recall: 0.8022, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5918,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9541, kappa: 0.9005, kb_relative_information_score: 855477.9449, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9542, predictive_accuracy: 0.9541, prior_entropy: 1, recall: 0.9541, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3706,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8176, kappa: 0.6879, kb_relative_information_score: 674455.6945, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8205, predictive_accuracy: 0.8289, prior_entropy: 3.3219, recall: 0.8289, relative_absolute_error: 0.3345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5292,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8843, kappa: 0.8494, kb_relative_information_score: 800583.4585, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8141, kappa: 0.7603, kb_relative_information_score: 705202.4559, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.817, predictive_accuracy: 0.8162, prior_entropy: 2.3219, recall: 0.8162, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.5635,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.8502, kappa: 0.8051, kb_relative_information_score: 751458.0528, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8528, predictive_accuracy: 0.8501, prior_entropy: 2.3219, recall: 0.8501, relative_absolute_error: 0.3259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.208, root_relative_squared_error: 0.5201,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.7936, kappa: 0.5889, kb_relative_information_score: 555640.9798, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.8067, predictive_accuracy: 0.793, prior_entropy: 1, recall: 0.793, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.7456,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.6938, kappa: 0.6597, kb_relative_information_score: 646626.7362, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.6937, prior_entropy: 3.3219, recall: 0.6937, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6986,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.3227, kappa: 0.1567, kb_relative_information_score: 158581.4745, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4204, predictive_accuracy: 0.3869, prior_entropy: 2.3219, recall: 0.3869, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.9578,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199450.8443, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9083, kappa: 0.8288, kb_relative_information_score: 857729.048, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4255,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.7718, kappa: 0.4393, kb_relative_information_score: 429547.4504, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7739, predictive_accuracy: 0.7835, prior_entropy: 1, recall: 0.7835, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.389, root_relative_squared_error: 0.778,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.8405, kappa: 0.4928, kb_relative_information_score: 590471.4468, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8395, predictive_accuracy: 0.8503, prior_entropy: 1, recall: 0.8503, relative_absolute_error: 0.4349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6557,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 999684.2193, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0074, root_relative_squared_error: 0.0147,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9066, kappa: 0.8977, kb_relative_information_score: 912812.3497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.3812,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844424.4339, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5498, kappa: 0.5339, kb_relative_information_score: 578559.938, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5513, predictive_accuracy: 0.5519, prior_entropy: 4.7004, recall: 0.5519, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.7783,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8369, kappa: 0.8188, kb_relative_information_score: 828470.3621, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8374, predictive_accuracy: 0.837, prior_entropy: 3.3219, recall: 0.837, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.506,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9494, kappa: 0.8855, kb_relative_information_score: 860834.2702, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9496, predictive_accuracy: 0.9493, prior_entropy: 1, recall: 0.9493, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3741,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999549.5687, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0068, root_relative_squared_error: 0.0135,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.8018, kappa: 0.7765, kb_relative_information_score: 773980.6523, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8017, predictive_accuracy: 0.8029, prior_entropy: 3.1699, recall: 0.8029, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.5618,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9465, kappa: 0.8825, kb_relative_information_score: 841897.7889, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9465, predictive_accuracy: 0.9467, prior_entropy: 1, recall: 0.9467, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.402,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8841, kappa: 0.7655, kb_relative_information_score: 681864.1051, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8842, prior_entropy: 1, recall: 0.8842, relative_absolute_error: 0.3421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.294, root_relative_squared_error: 0.5879,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9571, kappa: 0.9038, kb_relative_information_score: 420841.1731, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 1, recall: 0.957, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3634,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5306, kappa: 0.272, kb_relative_information_score: 12571.6515, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5298, predictive_accuracy: 0.5318, prior_entropy: 1.585, recall: 0.5318, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9282,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248899.8024, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) 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: 0.9808, kb_relative_information_score: 975788.7185, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, recall: 0.9846, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.1708,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999975.503, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8202, kappa: 0.6385, kb_relative_information_score: 499366.0823, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8204, predictive_accuracy: 0.8204, prior_entropy: 1, recall: 0.8204, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.7195,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.8558, kappa: 0.8403, kb_relative_information_score: 862774.3323, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8563, prior_entropy: 3.3219, recall: 0.8563, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4669,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.5454, kappa: -0.001, kb_relative_information_score: 9611.165, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5375, predictive_accuracy: 0.5839, prior_entropy: 1, recall: 0.5839, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5763, root_relative_squared_error: 1.1526,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9525, kappa: 0.9049, kb_relative_information_score: 862949.6181, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9533, predictive_accuracy: 0.9524, prior_entropy: 1, recall: 0.9524, relative_absolute_error: 0.1494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.3892,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9896, kappa: 0.9792, kb_relative_information_score: 971408.7886, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 1, recall: 0.9896, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1767,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.8652, kappa: 0.8425, kb_relative_information_score: 838498.0606, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8663, predictive_accuracy: 0.865, prior_entropy: 2.8074, recall: 0.865, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9424, kappa: 0.8849, kb_relative_information_score: 830678.62, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9425, predictive_accuracy: 0.9424, prior_entropy: 1, recall: 0.9424, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.207, root_relative_squared_error: 0.414,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9539, kappa: 0.9, kb_relative_information_score: 855625.6953, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.954, predictive_accuracy: 0.9539, prior_entropy: 1, recall: 0.9539, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3714,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740474.3575, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,