DEVELOPMENT... OpenML
Run
ID's
Sort: best match
163 results
run
Filter results by:
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8915, kappa: 0.783, kb_relative_information_score: 825490.4077, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8915, prior_entropy: 2.3219, recall: 0.8915, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4805,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 26840.3068, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7173,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(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
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.6985, kappa: 0.6445, kb_relative_information_score: 445023.8932, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.69, predictive_accuracy: 0.727, prior_entropy: 2.585, recall: 0.727, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.6611,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.7644, kappa: 0.7118, kb_relative_information_score: 720366.6209, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.769, predictive_accuracy: 0.7766, prior_entropy: 2.585, recall: 0.7766, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.226, root_relative_squared_error: 0.6065,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8535, kappa: 0.5897, kb_relative_information_score: 632340.7896, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8522, predictive_accuracy: 0.8573, prior_entropy: 1, recall: 0.8573, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6408,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 793407.5406, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.5954,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.6114, kappa: 0.4079, kb_relative_information_score: 62580.5103, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6009, predictive_accuracy: 0.6342, prior_entropy: 2.8074, recall: 0.6342, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.7851,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9435, kappa: 0.8605, kb_relative_information_score: 930080.59, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3273,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9338, kappa: 0.8994, kb_relative_information_score: 879148.3965, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.146, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.4015,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 840122.0137, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.436,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8545, kappa: 0.6328, kb_relative_information_score: 836685.9118, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8536, predictive_accuracy: 0.8585, prior_entropy: 2.585, recall: 0.8585, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4967,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 855877.8846, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4481,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.6552, kappa: 0.5569, kb_relative_information_score: 607232.4187, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6529, predictive_accuracy: 0.659, prior_entropy: 2.8074, recall: 0.659, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.7521,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8825, kappa: 0.7474, kb_relative_information_score: 688781.0232, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8824, predictive_accuracy: 0.8827, prior_entropy: 1, recall: 0.8827, relative_absolute_error: 0.3325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.6051,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 672469.894, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.303, root_relative_squared_error: 0.6061,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 248970.5897, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.6446, kappa: 0.534, kb_relative_information_score: 592278.2563, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6445, predictive_accuracy: 0.6674, prior_entropy: 2.585, recall: 0.6674, relative_absolute_error: 0.4905, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.7553,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9782, kappa: 0.4493, kb_relative_information_score: 629391.5401, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9778, predictive_accuracy: 0.9813, prior_entropy: 1, recall: 0.9813, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.245,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.7651, kappa: 0.4229, kb_relative_information_score: 432739.9865, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7665, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.8012,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9957, kappa: 0.5864, kb_relative_information_score: 992722.9956, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9954, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.0988,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 561407.2475, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.8109,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.8203, kappa: 0.8008, kb_relative_information_score: 812914.6739, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8205, predictive_accuracy: 0.8207, prior_entropy: 3.3219, recall: 0.8207, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.5569,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.9028, kappa: 0.2615, kb_relative_information_score: 785927.3168, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9236, prior_entropy: 1, recall: 0.9236, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.4826,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.6969, kappa: 0.6664, kb_relative_information_score: 708852.1381, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6952, predictive_accuracy: 0.6998, prior_entropy: 3.3219, recall: 0.6998, relative_absolute_error: 0.3727, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.7086,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.8473, kappa: 0.8306, kb_relative_information_score: 858550.4218, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8474, predictive_accuracy: 0.8476, prior_entropy: 3.3219, recall: 0.8476, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4936,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9728, kb_relative_information_score: 972225.6098, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 2.585, recall: 0.9783, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2039,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(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
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 459855.8286, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.8658,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8641, kappa: 0.7221, kb_relative_information_score: 622695.6364, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8641, predictive_accuracy: 0.8642, prior_entropy: 1, recall: 0.8642, relative_absolute_error: 0.4041, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.6369,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.6908, kappa: 0.0017, kb_relative_information_score: 428232.6584, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7346, predictive_accuracy: 0.7849, prior_entropy: 1, recall: 0.7849, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3858, root_relative_squared_error: 0.7717,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 539830.7195, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8796, kappa: 0.7559, kb_relative_information_score: 675474.4491, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.8798, prior_entropy: 1, recall: 0.8798, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6096,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.8379, kappa: 0.4847, kb_relative_information_score: 588021.3886, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8366, predictive_accuracy: 0.8477, prior_entropy: 1, recall: 0.8477, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6645,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8781, kappa: 0.7589, kb_relative_information_score: 842928.7347, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.2073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4786,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.761, f_measure: 0.7563, kappa: 0.4437, kb_relative_information_score: 420557.8149, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7579, predictive_accuracy: 0.765, prior_entropy: 1, recall: 0.765, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.851,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.6448, kappa: 0.5459, kb_relative_information_score: 527182.467, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6439, predictive_accuracy: 0.6594, prior_entropy: 2, recall: 0.6594, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.7895,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9121, kappa: 0.7264, kb_relative_information_score: 766025.898, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2567, root_relative_squared_error: 0.5134,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9736, kappa: 0.9707, kb_relative_information_score: 971912.0034, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9737, predictive_accuracy: 0.9736, prior_entropy: 3.3219, recall: 0.9736, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.2115,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.7062, kappa: 0.6773, kb_relative_information_score: 688433.7777, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.7067, prior_entropy: 3.4594, recall: 0.7067, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6728,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.7057, kappa: 0.2336, kb_relative_information_score: 362816.4151, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7237, predictive_accuracy: 0.7468, prior_entropy: 1, recall: 0.7468, relative_absolute_error: 0.6609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8086,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(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: 929061.2093, 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,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8725, kappa: 0.8094, kb_relative_information_score: 787053.5024, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8729, predictive_accuracy: 0.8729, prior_entropy: 1.585, recall: 0.8729, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.255, root_relative_squared_error: 0.5409,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9509, kappa: 0.9017, kb_relative_information_score: 862523.7675, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9517, predictive_accuracy: 0.9509, prior_entropy: 1, recall: 0.9509, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4016,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8679, kappa: 0.6703, kb_relative_information_score: 848413.414, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.8697, prior_entropy: 2.585, recall: 0.8697, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.4699,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9607, kappa: 0.914, kb_relative_information_score: 890336.6926, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 1, recall: 0.9607, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.7906, kappa: 0.764, kb_relative_information_score: 767654.2763, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7904, predictive_accuracy: 0.7919, prior_entropy: 3.1699, recall: 0.7919, relative_absolute_error: 0.3193, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.5852,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7063, kappa: 0.6775, kb_relative_information_score: 688402.6345, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6728,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 912681.0093, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.3615,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9033, kappa: 0.8194, kb_relative_information_score: 855345.5353, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9036, prior_entropy: 2, recall: 0.9036, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4416,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.7808, kappa: 0.7166, kb_relative_information_score: 748593.4281, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7814, predictive_accuracy: 0.7805, prior_entropy: 2.8074, recall: 0.7805, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.6104,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.5353, kappa: 0.4156, kb_relative_information_score: 23583.4544, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.6417, predictive_accuracy: 0.53, prior_entropy: 3.7004, recall: 0.53, relative_absolute_error: 0.5306, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.9741,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.5039, kappa: 0.4899, kb_relative_information_score: 559147.6026, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5121, predictive_accuracy: 0.5095, prior_entropy: 4.7004, recall: 0.5095, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.8067,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.5065, kappa: 0.2358, kb_relative_information_score: 11625.2803, mean_absolute_error: 0.3829, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5069, predictive_accuracy: 0.5063, prior_entropy: 1.585, recall: 0.5063, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.9387,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.693, kappa: 0.5999, kb_relative_information_score: 643628.874, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6885, predictive_accuracy: 0.7081, prior_entropy: 2.585, recall: 0.7081, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.7034,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.7135, kappa: 0.6251, kb_relative_information_score: 666436.2123, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7099, predictive_accuracy: 0.7264, prior_entropy: 2.585, recall: 0.7264, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.6818,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8941, kappa: 0.7719, kb_relative_information_score: 715767.5247, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8942, predictive_accuracy: 0.8947, prior_entropy: 1, recall: 0.8947, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.5719,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9544, kappa: 0.9494, kb_relative_information_score: 952198.3649, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9544, predictive_accuracy: 0.9545, prior_entropy: 3.3219, recall: 0.9545, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8014, kappa: 0.7817, kb_relative_information_score: 800429.4983, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8015, predictive_accuracy: 0.8035, prior_entropy: 3.3219, recall: 0.8035, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.5585,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8835, kappa: 0.7647, kb_relative_information_score: 684833.6467, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.3368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.5926,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9028, kappa: 0.4855, kb_relative_information_score: 260728.2011, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9028, predictive_accuracy: 0.9163, prior_entropy: 2.3219, recall: 0.9163, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.3967,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.978, kb_relative_information_score: 972468.1674, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1886,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.7279, kappa: 0.7025, kb_relative_information_score: 733843.8789, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7251, predictive_accuracy: 0.7322, prior_entropy: 3.3219, recall: 0.7322, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.6595,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.7751, kappa: 0.4505, kb_relative_information_score: 442919.2898, mean_absolute_error: 0.293, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7747, predictive_accuracy: 0.7838, prior_entropy: 1, recall: 0.7838, relative_absolute_error: 0.5859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.391, root_relative_squared_error: 0.7819,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.9192, kappa: 0.1436, kb_relative_information_score: 827821.6931, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9197, predictive_accuracy: 0.9398, prior_entropy: 1, recall: 0.9398, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.436,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
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
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8865, kappa: 0.8739, kb_relative_information_score: 879369.775, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8866, predictive_accuracy: 0.8866, prior_entropy: 3.3219, recall: 0.8866, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.436,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9706, kappa: 0.9633, kb_relative_information_score: 961017.5349, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 2.585, recall: 0.9707, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.2409,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 838711.9839, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4807,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9386, kappa: 0.8773, kb_relative_information_score: 834346.082, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9387, predictive_accuracy: 0.9386, prior_entropy: 1, recall: 0.9386, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4384,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8875, kappa: 0.7721, kb_relative_information_score: 697040.5933, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8875, predictive_accuracy: 0.8876, prior_entropy: 1, recall: 0.8876, relative_absolute_error: 0.3228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.5787,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8703, kappa: 0.7394, kb_relative_information_score: 669745.479, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8703, predictive_accuracy: 0.8703, prior_entropy: 1, recall: 0.8703, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.6452,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8729, kappa: 0.7473, kb_relative_information_score: 835922.27, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8738, prior_entropy: 2.3219, recall: 0.8738, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4809,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8711, kappa: 0.7238, kb_relative_information_score: 834407.5542, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8704, predictive_accuracy: 0.8723, prior_entropy: 2.3219, recall: 0.8723, relative_absolute_error: 0.2256, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4806,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9228, kappa: 0.7619, kb_relative_information_score: 789875.1096, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9227, predictive_accuracy: 0.9245, prior_entropy: 1, recall: 0.9245, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4833,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.6725, kappa: 0.5714, kb_relative_information_score: 545900.3772, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6724, predictive_accuracy: 0.6784, prior_entropy: 2, recall: 0.6784, relative_absolute_error: 0.5446, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7615,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.8925, kappa: 0.0838, kb_relative_information_score: 864888.2844, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8942, predictive_accuracy: 0.9244, prior_entropy: 2, recall: 0.9244, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4239,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 855962.215, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4219,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.7147, kappa: 0.687, kb_relative_information_score: 709414.9407, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7147, predictive_accuracy: 0.7154, prior_entropy: 3.4594, recall: 0.7154, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.652,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.5901, kappa: 0.183, kb_relative_information_score: 192665.8081, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7149, predictive_accuracy: 0.6627, prior_entropy: 1, recall: 0.6627, relative_absolute_error: 0.8223, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4538, root_relative_squared_error: 0.9077,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.8341, kappa: 0.7523, kb_relative_information_score: 714067.4546, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8345, predictive_accuracy: 0.8348, prior_entropy: 1.585, recall: 0.8348, relative_absolute_error: 0.3405, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.6031,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.931, kappa: 0.9104, kb_relative_information_score: 919462.1914, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9309, predictive_accuracy: 0.9314, prior_entropy: 2.8074, recall: 0.9314, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.3451,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8489, kappa: 0.7576, kb_relative_information_score: 484052.9442, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8504, predictive_accuracy: 0.8492, prior_entropy: 2.8074, recall: 0.8492, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5252,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.7971, kappa: 0.5943, kb_relative_information_score: 736084.136, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7972, predictive_accuracy: 0.7971, prior_entropy: 2.3219, recall: 0.7971, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.607,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8372, kappa: 0.541, kb_relative_information_score: 29405.4162, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8355, predictive_accuracy: 0.8422, prior_entropy: 1, recall: 0.8422, relative_absolute_error: 0.4188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6822,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.7552, kappa: 0.5716, kb_relative_information_score: 646278.4256, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7541, predictive_accuracy: 0.7623, prior_entropy: 3.3219, recall: 0.7623, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.182, root_relative_squared_error: 0.6068,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.832, kappa: 0.7821, kb_relative_information_score: 776871.5792, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8324, predictive_accuracy: 0.8318, prior_entropy: 2.3219, recall: 0.8318, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5653,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.704, kappa: 0.6711, kb_relative_information_score: 650573.6697, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7045, predictive_accuracy: 0.704, prior_entropy: 3.3219, recall: 0.704, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6987,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 699436.9769, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.3664, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.6408,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8089, kappa: 0.6808, kb_relative_information_score: 1187837.4359, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.809, predictive_accuracy: 0.8119, prior_entropy: 3.3219, recall: 0.8119, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.5571,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8062, kappa: 0.7492, kb_relative_information_score: 745921.2493, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.8066, prior_entropy: 2.3219, recall: 0.8066, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5992,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580737.6933, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8473, kappa: 0.6751, kb_relative_information_score: 580323.8763, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8484, predictive_accuracy: 0.849, prior_entropy: 1, recall: 0.849, relative_absolute_error: 0.4538, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.2936, kappa: 0.0938, kb_relative_information_score: 159842.1167, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3415, predictive_accuracy: 0.3393, prior_entropy: 2.3219, recall: 0.3393, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3883, root_relative_squared_error: 0.9709,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.5586, kappa: 0.4271, kb_relative_information_score: 414959.5255, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5632, predictive_accuracy: 0.5628, prior_entropy: 2.3219, recall: 0.5628, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.8416,
Jason 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9054, kappa: 0.8947, kb_relative_information_score: 901564.7806, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9059, predictive_accuracy: 0.9052, prior_entropy: 3.3219, recall: 0.9052, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4127,