OpenML

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.9092, kappa: 0.0017, kb_relative_information_score: 821512.0944, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9151, predictive_accuracy: 0.9388, prior_entropy: 1, recall: 0.9388, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4482,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vote)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9411, kappa: 0.8763, kb_relative_information_score: 111995.2444, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9419, predictive_accuracy: 0.9409, prior_entropy: 1, recall: 0.9409, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.4146,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(segment)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.8138, kappa: 0.7844, kb_relative_information_score: 775061.5664, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8205, predictive_accuracy: 0.8152, prior_entropy: 2.8074, recall: 0.8152, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.5541,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mushroom)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9649, kappa: 0.9298, kb_relative_information_score: 911700.1731, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.965, predictive_accuracy: 0.9649, prior_entropy: 1, recall: 0.9649, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.3107,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(soybean)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.8224, kappa: 0.8121, kb_relative_information_score: 843566.8032, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.858, predictive_accuracy: 0.83, prior_entropy: 4.2479, recall: 0.83, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.5041,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(trains)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9282, kappa: 0.8564, kb_relative_information_score: 693850.0244, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.9282, prior_entropy: 1, recall: 0.9282, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.251, root_relative_squared_error: 0.5019,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set adult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8184, kappa: 0.4814, kb_relative_information_score: 26890.8091, mean_absolute_error: 0.2351, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8173, predictive_accuracy: 0.8277, prior_entropy: 1, recall: 0.8277, relative_absolute_error: 0.4702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.6896,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set LED(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.6819, kappa: 0.6473, kb_relative_information_score: 504124.1244, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6814, predictive_accuracy: 0.6825, prior_entropy: 3.3219, recall: 0.6825, relative_absolute_error: 0.713, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.236, root_relative_squared_error: 0.7865,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set pokerhand

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.6711, kappa: 0.422, kb_relative_information_score: 608138.5818, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6759, predictive_accuracy: 0.6855, prior_entropy: 3.3219, recall: 0.6855, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.6687,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set SEA(50000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8696, kappa: 0.7228, kb_relative_information_score: 585123.3468, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8708, prior_entropy: 1, recall: 0.8708, relative_absolute_error: 0.4509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.6725,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(Australian)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8471, kappa: 0.6881, kb_relative_information_score: 590537.6743, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8475, predictive_accuracy: 0.8469, prior_entropy: 1, recall: 0.8469, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.338, root_relative_squared_error: 0.676,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(SPECT)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.8014, kappa: 0.3683, kb_relative_information_score: 493497.077, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7969, predictive_accuracy: 0.8138, prior_entropy: 1, recall: 0.8138, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7239,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.7924, kappa: 0.772, kb_relative_information_score: 788076.7313, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8, predictive_accuracy: 0.7949, prior_entropy: 3.3219, recall: 0.7949, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.5597,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(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: 999791.6074, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0062, root_relative_squared_error: 0.0123,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.7695, kappa: 0.5374, kb_relative_information_score: 332033.2098, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7698, predictive_accuracy: 0.7694, prior_entropy: 1, recall: 0.7694, relative_absolute_error: 0.7033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4031, root_relative_squared_error: 0.8062,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(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: 999837.5892, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0051, root_relative_squared_error: 0.0101,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-g)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.6951, kappa: 0.2437, kb_relative_information_score: 346714.7401, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7229, predictive_accuracy: 0.738, prior_entropy: 1, recall: 0.738, relative_absolute_error: 0.68, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4165, root_relative_squared_error: 0.8329,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(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: 0.9998, kb_relative_information_score: 999897.9628, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0047, root_relative_squared_error: 0.0094,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set codrnaNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8937, kappa: 0.7561, kb_relative_information_score: 317558.2742, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.8993, predictive_accuracy: 0.8968, prior_entropy: 1, recall: 0.8968, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.5642,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(spambase)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5899, f_measure: 0.5232, kappa: 0.0825, kb_relative_information_score: 106085.3094, mean_absolute_error: 0.4544, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6845, predictive_accuracy: 0.63, prior_entropy: 1, recall: 0.63, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4751, root_relative_squared_error: 0.9503,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9138, kappa: 0.8616, kb_relative_information_score: 528349.5401, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9137, predictive_accuracy: 0.9141, prior_entropy: 2.8074, recall: 0.9141, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.131, root_relative_squared_error: 0.3742,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8479, kappa: 0.6628, kb_relative_information_score: 670593.5731, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8561, prior_entropy: 1, recall: 0.8561, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.633,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8944, kappa: 0.8637, kb_relative_information_score: 861789.2528, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8946, prior_entropy: 2.3219, recall: 0.8946, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.4337,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8767, kappa: 0.7528, kb_relative_information_score: 486852.746, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.877, prior_entropy: 1, recall: 0.877, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.333, root_relative_squared_error: 0.666,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6368, f_measure: 0.6441, kappa: 0.0741, kb_relative_information_score: 251106.2275, mean_absolute_error: 0.3875, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6412, predictive_accuracy: 0.702, prior_entropy: 1, recall: 0.702, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.8841,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9233, kappa: 0.9156, kb_relative_information_score: 832570.6715, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9241, prior_entropy: 3.3219, recall: 0.9241, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4428,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(optdigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9031, kappa: 0.8926, kb_relative_information_score: 845091.4172, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9085, predictive_accuracy: 0.9033, prior_entropy: 3.3219, recall: 0.9033, relative_absolute_error: 0.2625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.4395,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7205, kappa: 0.6912, kb_relative_information_score: 663914.5871, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7526, predictive_accuracy: 0.7221, prior_entropy: 3.3219, recall: 0.7221, relative_absolute_error: 0.4967, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.6647,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8583, kappa: 0.7167, kb_relative_information_score: 761831.6637, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.8584, prior_entropy: 2.3219, recall: 0.8584, relative_absolute_error: 0.3563, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5517,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.858, kappa: 0.7159, kb_relative_information_score: 762275.1596, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.858, predictive_accuracy: 0.858, prior_entropy: 2.3219, recall: 0.858, relative_absolute_error: 0.3554, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5513,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8789, kappa: 0.8436, kb_relative_information_score: 839571.2166, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8791, prior_entropy: 2.3219, recall: 0.8791, relative_absolute_error: 0.2014, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4652,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set CovPokElec

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.7723, kappa: 0.6153, kb_relative_information_score: 1175112.008, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7753, predictive_accuracy: 0.7757, prior_entropy: 3.3219, recall: 0.7757, relative_absolute_error: 0.3129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.569,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(satimage)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.813, kappa: 0.7717, kb_relative_information_score: 789127.9083, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.8166, prior_entropy: 2.585, recall: 0.8166, relative_absolute_error: 0.2694, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.206, root_relative_squared_error: 0.5528,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, f_measure: 0.5464, kappa: 0.0166, kb_relative_information_score: 11859.7664, mean_absolute_error: 0.4588, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5497, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9832,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set IMDB.drama

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, f_measure: 0.5464, kappa: 0.0166, kb_relative_information_score: 11859.7664, mean_absolute_error: 0.4588, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5497, predictive_accuracy: 0.6088, prior_entropy: 1, recall: 0.6088, relative_absolute_error: 0.9176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9832,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(primary-tumor)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 34

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.78, kappa: 0.5536, kb_relative_information_score: 459071.2976, mean_absolute_error: 0.2994, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.78, predictive_accuracy: 0.78, prior_entropy: 1, recall: 0.78, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.7265, kappa: 0.6772, kb_relative_information_score: 672803.7261, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7345, predictive_accuracy: 0.7511, prior_entropy: 2.585, recall: 0.7511, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.6411,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.6974, kappa: 0.6594, kb_relative_information_score: 648980.7727, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7095, predictive_accuracy: 0.6934, prior_entropy: 3.3219, recall: 0.6934, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.6892,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7311, f_measure: 0.6738, kappa: 0.3378, kb_relative_information_score: 122787.4407, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6761, predictive_accuracy: 0.6777, prior_entropy: 1, recall: 0.6777, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.455, root_relative_squared_error: 0.91,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(wine)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9228, kappa: 0.8828, kb_relative_information_score: 839337.9766, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9231, predictive_accuracy: 0.9228, prior_entropy: 1.585, recall: 0.9228, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4243,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.7868, kappa: 0.7612, kb_relative_information_score: 707847.938, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7881, predictive_accuracy: 0.7895, prior_entropy: 3.1699, recall: 0.7895, relative_absolute_error: 0.4374, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.6082,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set Agrawal1

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, f_measure: 0.6016, kappa: 0.0683, kb_relative_information_score: 125883.5784, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5963, predictive_accuracy: 0.6427, prior_entropy: 1, recall: 0.6427, relative_absolute_error: 0.8944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4755, root_relative_squared_error: 0.951,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set vehicleNorm

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.7241, kappa: 0.4672, kb_relative_information_score: 32734.1744, mean_absolute_error: 0.3478, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.771, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.6955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.8578,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.897, kappa: 0.8671, kb_relative_information_score: 865926.3533, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8977, predictive_accuracy: 0.8972, prior_entropy: 2.3219, recall: 0.8972, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.4289,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set electricity

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7725, kappa: 0.5323, kb_relative_information_score: 20473.8246, mean_absolute_error: 0.2839, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7731, predictive_accuracy: 0.7741, prior_entropy: 1, recall: 0.7741, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3905, root_relative_squared_error: 0.7809,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(credit-a)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8621, kappa: 0.7205, kb_relative_information_score: 613161.3714, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8624, predictive_accuracy: 0.8624, prior_entropy: 1, recall: 0.8624, relative_absolute_error: 0.4128, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.645,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.8606, kappa: 0.0847, kb_relative_information_score: 255275.9581, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8647, predictive_accuracy: 0.9019, prior_entropy: 2.3219, recall: 0.9019, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4597,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.68, kappa: 0.275, kb_relative_information_score: 338212.5851, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7504, predictive_accuracy: 0.7295, prior_entropy: 1, recall: 0.7295, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4203, root_relative_squared_error: 0.8407,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(glass)

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, f_measure: 0.7195, kappa: 0.3672, kb_relative_information_score: 12925.0242, mean_absolute_error: 0.3512, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7499, predictive_accuracy: 0.7462, prior_entropy: 1, recall: 0.7462, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4129, root_relative_squared_error: 0.8258,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vowel)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.4011, kappa: 0.3371, kb_relative_information_score: 353775.2182, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4129, predictive_accuracy: 0.3973, prior_entropy: 3.4594, recall: 0.3973, relative_absolute_error: 0.8353, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.9058,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.7079, kappa: 0.3986, kb_relative_information_score: 274631.4805, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7186, predictive_accuracy: 0.7173, prior_entropy: 1, recall: 0.7173, relative_absolute_error: 0.7534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.8625,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(dermatology)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.969, kappa: 0.9612, kb_relative_information_score: 934570.3878, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.969, prior_entropy: 2.585, recall: 0.969, relative_absolute_error: 0.1068, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2684,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.4801, kappa: 0.3399, kb_relative_information_score: 362944.6491, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4894, predictive_accuracy: 0.4953, prior_entropy: 2.3219, recall: 0.4953, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.8832,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.8406, kappa: 0.7657, kb_relative_information_score: 634031.232, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8437, prior_entropy: 1.585, recall: 0.8437, relative_absolute_error: 0.4536, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.6119,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) 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: 0.9221, kappa: 0.903, kb_relative_information_score: 911616.6862, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9262, prior_entropy: 2.8074, recall: 0.9262, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.3536,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8819, kappa: 0.6231, kb_relative_information_score: 699088.0962, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8895, prior_entropy: 1, recall: 0.8895, relative_absolute_error: 0.3183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2837, root_relative_squared_error: 0.5675,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(vehicle)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.573, kappa: 0.4472, kb_relative_information_score: 407419.2606, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5691, predictive_accuracy: 0.5852, prior_entropy: 2, recall: 0.5852, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.8351,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-c)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.853, kappa: 0.7089, kb_relative_information_score: 811063.5531, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8515, predictive_accuracy: 0.8555, prior_entropy: 2.3219, recall: 0.8555, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.206, root_relative_squared_error: 0.5149,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8518, kappa: 0.6991, kb_relative_information_score: 602395.9516, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8523, predictive_accuracy: 0.8523, prior_entropy: 1, recall: 0.8523, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6527,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.919, kappa: 0.8201, kb_relative_information_score: 774672.5573, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9207, prior_entropy: 1, recall: 0.9207, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.4871,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.8738, kappa: 0.6869, kb_relative_information_score: 883805.0398, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8901, predictive_accuracy: 0.8933, prior_entropy: 2.585, recall: 0.8933, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.4244,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.3952, kappa: 0.3694, kb_relative_information_score: 418932.4896, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4181, predictive_accuracy: 0.3936, prior_entropy: 4.7004, recall: 0.3936, relative_absolute_error: 0.8113, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.8935,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.6795, kappa: 0.5855, kb_relative_information_score: 629515.3618, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6817, predictive_accuracy: 0.7042, prior_entropy: 2.585, recall: 0.7042, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2583, root_relative_squared_error: 0.6932,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6542, f_measure: 0.4844, kappa: 0.1993, kb_relative_information_score: 10578.9761, mean_absolute_error: 0.3925, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4846, predictive_accuracy: 0.4849, prior_entropy: 1.585, recall: 0.4849, relative_absolute_error: 0.8831, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4515, root_relative_squared_error: 0.9579,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.8617, kappa: 0.7496, kb_relative_information_score: 787488.0553, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.8703, prior_entropy: 2, recall: 0.8703, relative_absolute_error: 0.2812, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.5089,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(autos)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.5717, kappa: 0.4553, kb_relative_information_score: 525755.7163, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5875, predictive_accuracy: 0.5948, prior_entropy: 2.8074, recall: 0.5948, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.7931,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9806, kappa: 0.7894, kb_relative_information_score: 376707.1284, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9804, predictive_accuracy: 0.9812, prior_entropy: 1, recall: 0.9812, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.2395,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8971, kappa: 0.8672, kb_relative_information_score: 865343.3817, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.1686, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.4287,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.7924, kappa: 0.7319, kb_relative_information_score: 703384.4124, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.794, predictive_accuracy: 0.7934, prior_entropy: 2.3219, recall: 0.7934, relative_absolute_error: 0.3858, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6127,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set SEA(50)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.8747, kappa: 0.7337, kb_relative_information_score: 594258.4722, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8759, prior_entropy: 1, recall: 0.8759, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.6648,

Maikel van Eck 9 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set airlines

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7311, f_measure: 0.6738, kappa: 0.3378, kb_relative_information_score: 122787.4407, mean_absolute_error: 0.3972, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6761, predictive_accuracy: 0.6777, prior_entropy: 1, recall: 0.6777, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.455, root_relative_squared_error: 0.91,

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