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Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7503, f_measure: 0.7537, kappa: 0.342, kb_relative_information_score: 701103.92, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7455, predictive_accuracy: 0.7821, prior_entropy: 2.585, recall: 0.7821, relative_absolute_error: 0.3882, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6482,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8441, kappa: 0.6034, kb_relative_information_score: 804972.7946, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8513, prior_entropy: 2.585, recall: 0.8513, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.54,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9025, kappa: 0.7569, kb_relative_information_score: 879726.0598, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9021, predictive_accuracy: 0.903, prior_entropy: 2.585, recall: 0.903, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4317,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8544, kappa: 0.7082, kb_relative_information_score: 648294.8671, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.8544, prior_entropy: 1, recall: 0.8544, relative_absolute_error: 0.3666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6581,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8508, kappa: 0.6218, kb_relative_information_score: 813871.5999, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8486, predictive_accuracy: 0.8555, prior_entropy: 2.585, recall: 0.8555, relative_absolute_error: 0.2434, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.5292,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8834, kappa: 0.7093, kb_relative_information_score: 851845.2775, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8837, prior_entropy: 2.585, recall: 0.8837, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.177, root_relative_squared_error: 0.4749,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.9036, kappa: 0.7594, kb_relative_information_score: 880120.5461, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9031, predictive_accuracy: 0.9044, prior_entropy: 2.585, recall: 0.9044, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.4291,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9434, kappa: 0.8867, kb_relative_information_score: 854790.887, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9434, predictive_accuracy: 0.9434, prior_entropy: 1, recall: 0.9434, relative_absolute_error: 0.1542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.4245,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set codrna
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9864, kappa: 0.9694, kb_relative_information_score: 470957.7037, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9864, predictive_accuracy: 0.9864, prior_entropy: 1, recall: 0.9864, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.2187,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9423, kappa: 0.8845, kb_relative_information_score: 853095.4058, mean_absolute_error: 0.0779, 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: 0.1557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.4263,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.5005, kappa: 0.4822, kb_relative_information_score: 543075.1877, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.503, predictive_accuracy: 0.5021, prior_entropy: 4.7004, recall: 0.5021, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.8296,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9518, kappa: 0.9035, kb_relative_information_score: 878431.9782, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9518, predictive_accuracy: 0.9518, prior_entropy: 1, recall: 0.9518, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.3908,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.3226, kappa: 0.2975, kb_relative_information_score: 357380.806, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3235, predictive_accuracy: 0.3246, prior_entropy: 4.7004, recall: 0.3246, relative_absolute_error: 0.8103, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.9274,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, f_measure: 0.2488, kappa: 0.2205, kb_relative_information_score: 276477.3978, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2492, predictive_accuracy: 0.2505, prior_entropy: 4.7004, recall: 0.2505, relative_absolute_error: 0.8761, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.184, root_relative_squared_error: 0.9569,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.4636, kappa: 0.444, kb_relative_information_score: 505804.7471, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4665, predictive_accuracy: 0.4654, prior_entropy: 4.7004, recall: 0.4654, relative_absolute_error: 0.6514, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.8535,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.4203, kappa: 0.3985, kb_relative_information_score: 460150.3708, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4223, predictive_accuracy: 0.4217, prior_entropy: 4.7004, recall: 0.4217, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.878,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.5064, kappa: 0.4883, kb_relative_information_score: 549312.8908, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5086, predictive_accuracy: 0.5081, prior_entropy: 4.7004, recall: 0.5081, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.8243,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9223, kappa: 0.812, kb_relative_information_score: 902461.5747, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9222, predictive_accuracy: 0.928, prior_entropy: 2.585, recall: 0.928, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.3849,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.899, f_measure: 0.8535, kappa: 0.6297, kb_relative_information_score: 817492.5747, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8511, predictive_accuracy: 0.8587, prior_entropy: 2.585, recall: 0.8587, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.5252,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8712, kappa: 0.6754, kb_relative_information_score: 834098.6568, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.872, predictive_accuracy: 0.8712, prior_entropy: 2.585, recall: 0.8712, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.5012,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9004, kappa: 0.7482, kb_relative_information_score: 871095.5882, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9011, predictive_accuracy: 0.9006, prior_entropy: 2.585, recall: 0.9006, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.4447,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.8967, kappa: 0.74, kb_relative_information_score: 865165.2737, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8959, prior_entropy: 2.585, recall: 0.8959, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.17, root_relative_squared_error: 0.4561,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9212, kappa: 0.8007, kb_relative_information_score: 896492.4564, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9224, predictive_accuracy: 0.9211, prior_entropy: 2.585, recall: 0.9211, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4001,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 868412.1308, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3782,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) 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: 1, kb_relative_information_score: 999693.9835, 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: 0.0073, root_relative_squared_error: 0.0146,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) 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: 999979.1578, 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: 0.0018, root_relative_squared_error: 0.0036,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) 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: 999536.3935, 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: 0.0072, root_relative_squared_error: 0.0144,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicle_sensIT
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8309, f_measure: 0.833, kappa: 0.6671, kb_relative_information_score: 55910.7958, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8383, predictive_accuracy: 0.8335, prior_entropy: 1, recall: 0.8335, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7618,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.7891, kappa: 0.5798, kb_relative_information_score: 560679.8844, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.802, predictive_accuracy: 0.7885, prior_entropy: 1, recall: 0.7885, relative_absolute_error: 0.4914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7806,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9491, kappa: 0.8858, kb_relative_information_score: 421239.2289, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9494, predictive_accuracy: 0.9489, prior_entropy: 1, recall: 0.9489, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4049,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.8303, kappa: 0.6624, kb_relative_information_score: 54859.4443, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8379, predictive_accuracy: 0.8312, prior_entropy: 1, recall: 0.8312, relative_absolute_error: 0.471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.7612,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.6909, kappa: 0.6034, kb_relative_information_score: 642996.8726, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6881, predictive_accuracy: 0.6955, prior_entropy: 2.8074, recall: 0.6955, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7214,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.7643, kappa: 0.7366, kb_relative_information_score: 785814.0367, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.7653, predictive_accuracy: 0.7732, prior_entropy: 4.585, recall: 0.7732, relative_absolute_error: 0.3072, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.12, root_relative_squared_error: 0.6004,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.6884, kappa: 0.6469, kb_relative_information_score: 707043.6259, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.6908, predictive_accuracy: 0.6948, prior_entropy: 4.585, recall: 0.6948, relative_absolute_error: 0.408, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.6913,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.6054, kappa: 0.4935, kb_relative_information_score: 554498.7999, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6014, predictive_accuracy: 0.612, prior_entropy: 2.8074, recall: 0.612, relative_absolute_error: 0.5555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.7998,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.6543, kappa: 0.5555, kb_relative_information_score: 607982.8929, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6517, predictive_accuracy: 0.6583, prior_entropy: 2.8074, recall: 0.6583, relative_absolute_error: 0.4915, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.7604,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.5998, kappa: 0.4849, kb_relative_information_score: 554470.5618, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5966, predictive_accuracy: 0.6049, prior_entropy: 2.8074, recall: 0.6049, relative_absolute_error: 0.5507, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.8085,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7658, kappa: 0.5647, kb_relative_information_score: 677240.1839, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7634, predictive_accuracy: 0.7713, prior_entropy: 2, recall: 0.7713, relative_absolute_error: 0.3969, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.6683,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.7107, kappa: 0.462, kb_relative_information_score: 616435.9714, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7079, predictive_accuracy: 0.7194, prior_entropy: 2, recall: 0.7194, relative_absolute_error: 0.4693, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.7237,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7718, kappa: 0.5754, kb_relative_information_score: 686814.5115, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7691, predictive_accuracy: 0.7773, prior_entropy: 2, recall: 0.7773, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.6583,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.4585, kappa: 0.384, kb_relative_information_score: 506839.7915, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.4557, predictive_accuracy: 0.4794, prior_entropy: 4.585, recall: 0.4794, relative_absolute_error: 0.6546, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.851,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.6865, kappa: 0.6463, kb_relative_information_score: 705094.2343, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.6879, predictive_accuracy: 0.6954, prior_entropy: 4.585, recall: 0.6954, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.6947,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6542, f_measure: 0.3606, kappa: 0.1697, kb_relative_information_score: 318379.6296, mean_absolute_error: 0.1974, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3578, predictive_accuracy: 0.3808, prior_entropy: 2.8074, recall: 0.3808, relative_absolute_error: 0.8062, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.9474,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.6479, kappa: 0.597, kb_relative_information_score: 664130.558, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.6494, predictive_accuracy: 0.6514, prior_entropy: 4.585, recall: 0.6514, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.7282,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.415, kappa: 0.2414, kb_relative_information_score: 366428.9542, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.412, predictive_accuracy: 0.4297, prior_entropy: 2.8074, recall: 0.4297, relative_absolute_error: 0.757, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9224,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.6044, kappa: 0.4922, kb_relative_information_score: 553294.9482, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6003, predictive_accuracy: 0.6113, prior_entropy: 2.8074, recall: 0.6113, relative_absolute_error: 0.5568, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.801,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.4429, kappa: 0.4232, kb_relative_information_score: 488625.9545, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4466, predictive_accuracy: 0.4454, prior_entropy: 4.7004, recall: 0.4454, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.8733,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.5644, kappa: 0.5048, kb_relative_information_score: 596596.7469, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.5609, predictive_accuracy: 0.5761, prior_entropy: 4.585, recall: 0.5761, relative_absolute_error: 0.5476, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.7833,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.5052, kappa: 0.3601, kb_relative_information_score: 453791.7758, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5018, predictive_accuracy: 0.5134, prior_entropy: 2.8074, recall: 0.5134, relative_absolute_error: 0.6645, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.307, root_relative_squared_error: 0.8774,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.6948, kappa: 0.6089, kb_relative_information_score: 643883.9723, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6917, predictive_accuracy: 0.7003, prior_entropy: 2.8074, recall: 0.7003, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.7154,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.7622, kappa: 0.5579, kb_relative_information_score: 666283.4943, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7594, predictive_accuracy: 0.7683, prior_entropy: 2, recall: 0.7683, relative_absolute_error: 0.412, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.6754,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6565, f_measure: 0.5769, kappa: 0.2002, kb_relative_information_score: 487066.8591, mean_absolute_error: 0.2373, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5754, predictive_accuracy: 0.5967, prior_entropy: 2, recall: 0.5967, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8215,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.6327, kappa: 0.3094, kb_relative_information_score: 533921.4731, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6307, predictive_accuracy: 0.6476, prior_entropy: 2, recall: 0.6476, relative_absolute_error: 0.5716, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3408, root_relative_squared_error: 0.787,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8886, kappa: 0.7937, kb_relative_information_score: 828840.0412, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.888, predictive_accuracy: 0.8901, prior_entropy: 2, recall: 0.8901, relative_absolute_error: 0.2171, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.4828,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9086, kappa: 0.8305, kb_relative_information_score: 855889.8769, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9095, prior_entropy: 2, recall: 0.9095, relative_absolute_error: 0.1841, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4401,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8144, kappa: 0.6561, kb_relative_information_score: 738046.4391, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8139, predictive_accuracy: 0.8172, prior_entropy: 2, recall: 0.8172, relative_absolute_error: 0.3231, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.6062,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set KDDCup99_full
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9991, kappa: 0.9983, kb_relative_information_score: 4893475.8084, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.0832, number_of_instances: 4898431, precision: 0.9992, predictive_accuracy: 0.999, prior_entropy: 4.5236, recall: 0.999, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.2039, root_mean_squared_error: 0.0091, root_relative_squared_error: 0.0446,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set mnist_784
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.614, f_measure: 0.0973, kappa: 0.0913, kb_relative_information_score: 7917.7848, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.0815, predictive_accuracy: 0.1906, prior_entropy: 3.3219, recall: 0.1906, relative_absolute_error: 0.9447, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.306, root_relative_squared_error: 1.02,
Mark Graus 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Alberto Corvo 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Maikel van Eck 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Chao Zhang 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6779, f_measure: 0.6326, kappa: 0.2654, kb_relative_information_score: 114475.543, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6566, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9814,
Alfredo Bolt 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9414, kappa: 0.857, kb_relative_information_score: 929062.1959, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9432, prior_entropy: 2.585, recall: 0.9432, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328,