OpenML

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7369, kappa: 0.4584, kb_relative_information_score: 17068.5407, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.742, predictive_accuracy: 0.742, prior_entropy: 1, recall: 0.742, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8476,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8788, kappa: 0.7571, kb_relative_information_score: 680609.6446, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.5862,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9508, kappa: 0.9014, kb_relative_information_score: 874434.456, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9512, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.3718,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8556, kappa: 0.7114, kb_relative_information_score: 605720.1646, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8568, predictive_accuracy: 0.8557, prior_entropy: 1, recall: 0.8557, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6524,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.915, kappa: 0.8202, kb_relative_information_score: 100900.0578, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9151, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.2456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.4997,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7291, kappa: 0.7032, kb_relative_information_score: 752135.1447, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7431, predictive_accuracy: 0.7297, prior_entropy: 4.2479, recall: 0.7297, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.6259,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.6332, kappa: 0.4071, kb_relative_information_score: 368092.1355, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6403, predictive_accuracy: 0.6457, prior_entropy: 2.8074, recall: 0.6457, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7396,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.682, kappa: 0.3642, kb_relative_information_score: 640193.4686, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6822, predictive_accuracy: 0.6821, prior_entropy: 2.3219, recall: 0.6821, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.7184,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.5903, kappa: 0.3008, kb_relative_information_score: 955621.5513, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5956, predictive_accuracy: 0.6008, prior_entropy: 3.3219, recall: 0.6008, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7453,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7808, kappa: 0.5616, kb_relative_information_score: 719416.3006, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7809, predictive_accuracy: 0.7808, prior_entropy: 2.3219, recall: 0.7808, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6234,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.6108, kappa: 0.3122, kb_relative_information_score: 566232.3171, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6252, predictive_accuracy: 0.6331, prior_entropy: 3.3219, recall: 0.6331, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.366, kappa: 0.3062, kb_relative_information_score: 373386.3571, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3702, predictive_accuracy: 0.3756, prior_entropy: 3.3219, recall: 0.3756, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.9003,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.6715, kappa: 0.5772, kb_relative_information_score: 549069.6292, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6738, predictive_accuracy: 0.6765, prior_entropy: 2.3219, recall: 0.6765, relative_absolute_error: 0.5435, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.7437,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7093, kappa: 0.623, kb_relative_information_score: 595446.0015, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7101, predictive_accuracy: 0.7101, prior_entropy: 2.3219, recall: 0.7101, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5456, f_measure: 0.2283, kappa: 0.0295, kb_relative_information_score: 123053.281, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2951, predictive_accuracy: 0.3055, prior_entropy: 2.3219, recall: 0.3055, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9824,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.6911, kappa: 0.6007, kb_relative_information_score: 575296.645, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6923, predictive_accuracy: 0.6929, prior_entropy: 2.3219, recall: 0.6929, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.291, root_relative_squared_error: 0.7274,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8296, kappa: 0.6374, kb_relative_information_score: 549950.7128, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8305, predictive_accuracy: 0.8315, prior_entropy: 1, recall: 0.8315, relative_absolute_error: 0.4812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.333, kappa: 0.137, kb_relative_information_score: 189230.5472, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3508, predictive_accuracy: 0.3606, prior_entropy: 2.3219, recall: 0.3606, relative_absolute_error: 0.9021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.9665,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8295, kappa: 0.6373, kb_relative_information_score: 549608.6674, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8302, predictive_accuracy: 0.8313, prior_entropy: 1, recall: 0.8313, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7239,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9131, kappa: 0.8084, kb_relative_information_score: 754371.3472, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9134, predictive_accuracy: 0.9137, prior_entropy: 1, recall: 0.9137, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5229,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.837, kappa: 0.6964, kb_relative_information_score: 754081.2344, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8393, prior_entropy: 2, recall: 0.8393, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5652,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.2394, kappa: 0.2224, kb_relative_information_score: 296302.2353, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2499, predictive_accuracy: 0.2524, prior_entropy: 4.7004, recall: 0.2524, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.945,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8083, f_measure: 0.5593, kappa: 0.4308, kb_relative_information_score: 485120.9031, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.56, predictive_accuracy: 0.6029, prior_entropy: 2.585, recall: 0.6029, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.8196,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.4582, kappa: 0.1713, kb_relative_information_score: 8390.0407, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4584, predictive_accuracy: 0.4675, prior_entropy: 1.585, recall: 0.4675, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9583,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8597, kappa: 0.7168, kb_relative_information_score: 620183.0807, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8605, predictive_accuracy: 0.8595, prior_entropy: 1, recall: 0.8595, relative_absolute_error: 0.4044, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.6469,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.5099, kappa: 0.4624, kb_relative_information_score: 480458.2542, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5095, predictive_accuracy: 0.5161, prior_entropy: 3.3219, recall: 0.5161, relative_absolute_error: 0.6636, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.823,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.8355, kappa: 0.7944, kb_relative_information_score: 795254.6022, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8446, predictive_accuracy: 0.8361, prior_entropy: 2.585, recall: 0.8361, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.194, root_relative_squared_error: 0.5207,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.6525, kappa: 0.6198, kb_relative_information_score: 622097.3536, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6544, predictive_accuracy: 0.6579, prior_entropy: 3.3219, recall: 0.6579, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.7285,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8272, kappa: 0.6571, kb_relative_information_score: 769882.0891, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8259, predictive_accuracy: 0.8294, prior_entropy: 2.3219, recall: 0.8294, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.5616,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8438, kappa: 0.6835, kb_relative_information_score: 576304.0825, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8438, predictive_accuracy: 0.8439, prior_entropy: 1, recall: 0.8439, relative_absolute_error: 0.4503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.6804,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364026.5069, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8808, kappa: 0.6282, kb_relative_information_score: 685852.4264, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8844, prior_entropy: 1, recall: 0.8844, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.5833,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.5432, kappa: 0.416, kb_relative_information_score: 379370.9723, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.5617, prior_entropy: 2, recall: 0.5617, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.8595,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.3079, kappa: 0.2449, kb_relative_information_score: 269417.7481, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.312, predictive_accuracy: 0.3135, prior_entropy: 3.4594, recall: 0.3135, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.9398,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.7617, kappa: 0.6433, kb_relative_information_score: 581870.1867, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7616, predictive_accuracy: 0.7622, prior_entropy: 1.585, recall: 0.7622, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.7074,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6747, f_measure: 0.6535, kappa: 0.2183, kb_relative_information_score: 8320.7418, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6679, predictive_accuracy: 0.6867, prior_entropy: 1, recall: 0.6867, relative_absolute_error: 0.816, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4549, root_relative_squared_error: 0.9098,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.7892, kappa: 0.3822, kb_relative_information_score: 25258.5374, mean_absolute_error: 0.2526, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7998, predictive_accuracy: 0.8129, prior_entropy: 1, recall: 0.8129, relative_absolute_error: 0.5051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7256,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(zoo)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8772, kappa: 0.8452, kb_relative_information_score: 853683.5227, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.882, prior_entropy: 2.8074, recall: 0.882, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.453,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9483, kappa: 0.9342, kb_relative_information_score: 933593.0525, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9504, predictive_accuracy: 0.9486, prior_entropy: 2.585, recall: 0.9486, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.2808,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.5158, kappa: 0.0051, kb_relative_information_score: 14167.9377, mean_absolute_error: 0.4502, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5484, predictive_accuracy: 0.63, prior_entropy: 1, recall: 0.63, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.7355, kappa: 0.3494, kb_relative_information_score: 357526.7941, mean_absolute_error: 0.3359, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7351, predictive_accuracy: 0.75, prior_entropy: 1, recall: 0.75, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.8286,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.5817, kappa: 0.167, kb_relative_information_score: 177948.9606, mean_absolute_error: 0.4184, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7003, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4581, root_relative_squared_error: 0.9162,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.6772, kappa: 0.6422, kb_relative_information_score: 649720.3934, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6779, predictive_accuracy: 0.678, prior_entropy: 3.3219, recall: 0.678, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8913, kappa: 0.7642, kb_relative_information_score: 707828.9984, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8912, prior_entropy: 1, recall: 0.8912, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5653,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7806, kappa: 0.7469, kb_relative_information_score: 746201.2416, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.785, predictive_accuracy: 0.783, prior_entropy: 2.8074, recall: 0.783, relative_absolute_error: 0.3424, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5872,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8794, kappa: 0.6971, kb_relative_information_score: 862723.9007, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8913, prior_entropy: 2.585, recall: 0.8913, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4345,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7294, f_measure: 0.9373, kappa: 0.219, kb_relative_information_score: 337620.382, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9341, predictive_accuracy: 0.9499, prior_entropy: 1, recall: 0.9499, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4274,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8815, kappa: 0.8202, kb_relative_information_score: 775131.6114, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8816, prior_entropy: 1.585, recall: 0.8816, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2459, root_relative_squared_error: 0.5216,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, f_measure: 0.5832, kappa: 0.1815, kb_relative_information_score: 78175.6515, mean_absolute_error: 0.4348, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6225, predictive_accuracy: 0.6158, prior_entropy: 1, recall: 0.6158, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.7554, kappa: 0.7056, kb_relative_information_score: 705675.3157, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7527, predictive_accuracy: 0.7632, prior_entropy: 2.585, recall: 0.7632, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.6374,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9402, kappa: 0.8111, kb_relative_information_score: 837036.3376, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9433, prior_entropy: 1, recall: 0.9433, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4215,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.5604, kappa: 0.5066, kb_relative_information_score: 509772.9467, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.5577, predictive_accuracy: 0.5647, prior_entropy: 3.1699, recall: 0.5647, relative_absolute_error: 0.6371, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.8014,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7826, f_measure: 0.7037, kappa: 0.3085, kb_relative_information_score: 359540.1864, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7389, predictive_accuracy: 0.7394, prior_entropy: 1, recall: 0.7394, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8203,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Stagger1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9977, kappa: 0.9882, kb_relative_information_score: 993880.5901, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9977, predictive_accuracy: 0.9977, prior_entropy: 1, recall: 0.9977, relative_absolute_error: 0.0063, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.0792,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Stagger2

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9917, kappa: 0.9833, kb_relative_information_score: 978785.4153, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9919, predictive_accuracy: 0.9917, prior_entropy: 1, recall: 0.9917, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.1482,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) 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: 999981.0218, 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: 0.0017, root_relative_squared_error: 0.0033,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8954, kappa: 0.7654, kb_relative_information_score: 352154.3577, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8959, predictive_accuracy: 0.8951, prior_entropy: 1, recall: 0.8951, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.5508,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.8176, kappa: 0.637, kb_relative_information_score: 51252.173, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.825, predictive_accuracy: 0.8185, prior_entropy: 1, recall: 0.8185, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3811, root_relative_squared_error: 0.7623,

Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7236, kappa: 0.4483, kb_relative_information_score: 372992.4907, mean_absolute_error: 0.3357, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.734, predictive_accuracy: 0.7227, prior_entropy: 1, recall: 0.7227, relative_absolute_error: 0.6714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8472,

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