OpenML
Supervised Data Stream Classification on BNG(vehicle)

Supervised Data Stream Classification on BNG(vehicle)

Task 2164 Supervised Data Stream Classification BNG(vehicle) 285 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642961/Run_1847156_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642824/Run_1847092_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642707/Run_1847034_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642602/Run_1846982_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642484/Run_1846923_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642330/Run_1846846_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642186/Run_1846774_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642021/Run_1846692_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.6081, kappa: 0.4851, kb_relative_information_score: 402313.0172, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6207, predictive_accuracy: 0.6143, prior_entropy: 2, recall: 0.6143, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.8564,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.6233, kappa: 0.5209, kb_relative_information_score: 454300.9341, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6262, predictive_accuracy: 0.6406, prior_entropy: 2, recall: 0.6406, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.8272,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.6173, kappa: 0.5156, kb_relative_information_score: 474929.9519, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6204, predictive_accuracy: 0.6365, prior_entropy: 2, recall: 0.6365, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8281,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.6174, kappa: 0.5174, kb_relative_information_score: 497790.3724, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6218, predictive_accuracy: 0.6378, prior_entropy: 2, recall: 0.6378, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.8395,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8314, f_measure: 0.6243, kappa: 0.5237, kb_relative_information_score: 517010.3347, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6262, predictive_accuracy: 0.6425, prior_entropy: 2, recall: 0.6425, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.8471,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.6294, kappa: 0.5269, kb_relative_information_score: 547048.3056, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.628, predictive_accuracy: 0.645, prior_entropy: 2, recall: 0.645, relative_absolute_error: 0.5334, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3682, root_relative_squared_error: 0.8502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 571397.8002, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.8778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 590000.2913, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9515,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.6081, kappa: 0.4851, kb_relative_information_score: 402313.0172, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6207, predictive_accuracy: 0.6143, prior_entropy: 2, recall: 0.6143, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.8564,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.6181, kappa: 0.5046, kb_relative_information_score: 441136.5888, mean_absolute_error: 0.2527, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6154, predictive_accuracy: 0.6285, prior_entropy: 2, recall: 0.6285, relative_absolute_error: 0.6738, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3631, root_relative_squared_error: 0.8385,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.6101, kappa: 0.5025, kb_relative_information_score: 486046.6489, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6117, predictive_accuracy: 0.6268, prior_entropy: 2, recall: 0.6268, relative_absolute_error: 0.61, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.8478,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8238, f_measure: 0.6054, kappa: 0.4929, kb_relative_information_score: 504894.8112, mean_absolute_error: 0.2161, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6061, predictive_accuracy: 0.6194, prior_entropy: 2, recall: 0.6194, relative_absolute_error: 0.5763, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.37, root_relative_squared_error: 0.8546,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.6269, kappa: 0.5171, kb_relative_information_score: 542201.7187, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6237, predictive_accuracy: 0.6377, prior_entropy: 2, recall: 0.6377, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.37, root_relative_squared_error: 0.8545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.6056, kappa: 0.4775, kb_relative_information_score: 567491.8376, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6097, predictive_accuracy: 0.6084, prior_entropy: 2, recall: 0.6084, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.8818,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6458, kappa: 0.5472, kb_relative_information_score: 589871.0868, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6447, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589996.6687, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9515,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589991.8386, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9516,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7733, f_measure: 0.6458, kappa: 0.547, kb_relative_information_score: 589659.771, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6445, predictive_accuracy: 0.6602, prior_entropy: 2, recall: 0.6602, relative_absolute_error: 0.4531, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.9519,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.6446, kappa: 0.5454, kb_relative_information_score: 588219.2011, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6433, predictive_accuracy: 0.659, prior_entropy: 2, recall: 0.659, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4129, root_relative_squared_error: 0.9536,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.6053, kappa: 0.4909, kb_relative_information_score: 538766.4782, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.603, predictive_accuracy: 0.618, prior_entropy: 2, recall: 0.618, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.437, root_relative_squared_error: 1.0092,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 590000.2913, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6605, prior_entropy: 2, recall: 0.6605, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9515,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6458, kappa: 0.5472, kb_relative_information_score: 589871.0868, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6447, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589978.5559, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9516,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589966.4807, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9516,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.6421, kappa: 0.5398, kb_relative_information_score: 506913.5648, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.637, predictive_accuracy: 0.6549, prior_entropy: 2, recall: 0.6549, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.7661,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.6526, kappa: 0.5552, kb_relative_information_score: 507917.8612, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6485, predictive_accuracy: 0.6664, prior_entropy: 2, recall: 0.6664, relative_absolute_error: 0.6012, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.7561,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.6601, kappa: 0.5657, kb_relative_information_score: 508099.2209, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.657, predictive_accuracy: 0.6742, prior_entropy: 2, recall: 0.6742, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7512,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.6643, kappa: 0.5717, kb_relative_information_score: 507580.3412, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6621, predictive_accuracy: 0.6787, prior_entropy: 2, recall: 0.6787, relative_absolute_error: 0.6026, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7485,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.4822, kappa: 0.3311, kb_relative_information_score: 384170.8139, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5113, predictive_accuracy: 0.4959, prior_entropy: 2, recall: 0.4959, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4277, root_relative_squared_error: 0.9878,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6458, kappa: 0.5471, kb_relative_information_score: 589817.9559, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6446, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9518,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.769, f_measure: 0.6397, kappa: 0.5383, kb_relative_information_score: 581827.8044, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6379, predictive_accuracy: 0.6537, prior_entropy: 2, recall: 0.6537, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.961,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5699, kappa: 0.4392, kb_relative_information_score: 491987.2019, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5677, predictive_accuracy: 0.5793, prior_entropy: 2, recall: 0.5793, relative_absolute_error: 0.5609, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4586, root_relative_squared_error: 1.0592,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7735, f_measure: 0.6459, kappa: 0.5473, kb_relative_information_score: 589978.5559, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6448, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9516,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.5027, kappa: 0.3289, kb_relative_information_score: 380361.2509, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6109, predictive_accuracy: 0.4977, prior_entropy: 2, recall: 0.4977, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9004,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.6241, kappa: 0.51, kb_relative_information_score: 450379.3579, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6258, predictive_accuracy: 0.6323, prior_entropy: 2, recall: 0.6323, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3662, root_relative_squared_error: 0.8456,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.822, f_measure: 0.6191, kappa: 0.5051, kb_relative_information_score: 486036.1925, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.618, predictive_accuracy: 0.6285, prior_entropy: 2, recall: 0.6285, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3649, root_relative_squared_error: 0.8428,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.6246, kappa: 0.5163, kb_relative_information_score: 528203.313, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6234, predictive_accuracy: 0.6368, prior_entropy: 2, recall: 0.6368, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3735, root_relative_squared_error: 0.8625,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 570806.053, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.8717,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 591195.7348, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.5027, kappa: 0.3289, kb_relative_information_score: 380361.2509, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6109, predictive_accuracy: 0.4977, prior_entropy: 2, recall: 0.4977, relative_absolute_error: 0.7411, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.9004,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.6153, kappa: 0.4882, kb_relative_information_score: 426707.7488, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6176, predictive_accuracy: 0.616, prior_entropy: 2, recall: 0.616, relative_absolute_error: 0.6781, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3737, root_relative_squared_error: 0.863,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.6192, kappa: 0.5029, kb_relative_information_score: 515735.8416, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6201, predictive_accuracy: 0.6267, prior_entropy: 2, recall: 0.6267, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3781, root_relative_squared_error: 0.8733,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8061, f_measure: 0.5924, kappa: 0.4566, kb_relative_information_score: 565869.7792, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6038, predictive_accuracy: 0.5927, prior_entropy: 2, recall: 0.5927, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3796, root_relative_squared_error: 0.8767,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.6493, kappa: 0.5483, kb_relative_information_score: 590857.6296, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6467, predictive_accuracy: 0.6612, prior_entropy: 2, recall: 0.6612, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.9505,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.6485, kappa: 0.5472, kb_relative_information_score: 589857.8041, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6458, predictive_accuracy: 0.6603, prior_entropy: 2, recall: 0.6603, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9517,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7533, f_measure: 0.6201, kappa: 0.5069, kb_relative_information_score: 553238.5905, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.617, predictive_accuracy: 0.63, prior_entropy: 2, recall: 0.63, relative_absolute_error: 0.4933, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9933,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6494, kappa: 0.5485, kb_relative_information_score: 591025.4747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9504,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.6451, kappa: 0.5422, kb_relative_information_score: 585327.1937, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6421, predictive_accuracy: 0.6566, prior_entropy: 2, recall: 0.6566, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4144, root_relative_squared_error: 0.957,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.225, kappa: 0.0241, kb_relative_information_score: 116917.388, mean_absolute_error: 0.3657, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2888, predictive_accuracy: 0.2687, prior_entropy: 2, recall: 0.2687, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6047, root_relative_squared_error: 1.3965,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.5812, kappa: 0.4511, kb_relative_information_score: 502527.633, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.58, predictive_accuracy: 0.588, prior_entropy: 2, recall: 0.588, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4539, root_relative_squared_error: 1.0481,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6493, kappa: 0.5485, kb_relative_information_score: 591025.4747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4516, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9504,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591165.5469, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591149.8491, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5486, kb_relative_information_score: 591147.4341, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.6493, kappa: 0.5486, kb_relative_information_score: 591064.1153, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6468, predictive_accuracy: 0.6613, prior_entropy: 2, recall: 0.6613, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4115, root_relative_squared_error: 0.9503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591186.0747, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591184.8672, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6495, kappa: 0.5487, kb_relative_information_score: 591195.7348, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6615, prior_entropy: 2, recall: 0.6615, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.6656, kappa: 0.5719, kb_relative_information_score: 532366.6428, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6788, prior_entropy: 2, recall: 0.6788, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7488,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.668, kappa: 0.5758, kb_relative_information_score: 532453.0552, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.6818, prior_entropy: 2, recall: 0.6818, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7458,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.6973, kappa: 0.6121, kb_relative_information_score: 561916.3037, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6947, predictive_accuracy: 0.7091, prior_entropy: 2, recall: 0.7091, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.7139,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.7006, kappa: 0.617, kb_relative_information_score: 562985.0143, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6983, predictive_accuracy: 0.7127, prior_entropy: 2, recall: 0.7127, relative_absolute_error: 0.5422, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.7098,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.6689, kappa: 0.5766, kb_relative_information_score: 533422.1594, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6823, prior_entropy: 2, recall: 0.6823, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7449,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.6689, kappa: 0.5767, kb_relative_information_score: 532542.6495, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6673, predictive_accuracy: 0.6825, prior_entropy: 2, recall: 0.6825, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.7451,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.7035, kappa: 0.6206, kb_relative_information_score: 564955.7155, mean_absolute_error: 0.2026, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7013, predictive_accuracy: 0.7154, prior_entropy: 2, recall: 0.7154, relative_absolute_error: 0.5403, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.7074,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.7032, kappa: 0.6202, kb_relative_information_score: 564074.2891, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.701, predictive_accuracy: 0.7151, prior_entropy: 2, recall: 0.7151, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.708,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6229, f_measure: 0.2473, kappa: 0.1631, kb_relative_information_score: 126060.2582, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.335, predictive_accuracy: 0.3648, prior_entropy: 2, recall: 0.3648, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.42, root_relative_squared_error: 0.9699,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.5782, kappa: 0.4509, kb_relative_information_score: 407949.1463, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5758, predictive_accuracy: 0.5881, prior_entropy: 2, recall: 0.5881, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.8422,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.579, kappa: 0.453, kb_relative_information_score: 315311.5519, mean_absolute_error: 0.3045, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5775, predictive_accuracy: 0.5895, prior_entropy: 2, recall: 0.5895, relative_absolute_error: 0.8119, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.8837,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.6431, kappa: 0.5417, kb_relative_information_score: 443814.8097, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6391, predictive_accuracy: 0.6562, prior_entropy: 2, recall: 0.6562, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7766,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.6408, kappa: 0.5376, kb_relative_information_score: 506670.1068, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6356, predictive_accuracy: 0.6532, prior_entropy: 2, recall: 0.6532, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.7676,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.319, kappa: 0.1842, kb_relative_information_score: 167615.4958, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.386, predictive_accuracy: 0.3826, prior_entropy: 2, recall: 0.3826, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.9632,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.608, kappa: 0.51, kb_relative_information_score: 450784.3395, mean_absolute_error: 0.2489, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6125, predictive_accuracy: 0.6322, prior_entropy: 2, recall: 0.6322, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.7931,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6468, f_measure: 0.3987, kappa: 0.2078, kb_relative_information_score: 282713.9236, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3975, predictive_accuracy: 0.4054, prior_entropy: 2, recall: 0.4054, relative_absolute_error: 0.7917, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.535, root_relative_squared_error: 1.2356,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1671, kappa: 0.0002, kb_relative_information_score: 100237.9315, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.137, predictive_accuracy: 0.2549, prior_entropy: 2, recall: 0.2549, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4096,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.1671, kappa: 0.0004, kb_relative_information_score: 100449.9213, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1369, predictive_accuracy: 0.255, prior_entropy: 2, recall: 0.255, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6103, root_relative_squared_error: 1.4094,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.1699, kappa: -0.0001, kb_relative_information_score: 100044.7285, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2547, prior_entropy: 2, recall: 0.2547, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6104, root_relative_squared_error: 1.4098,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.1699, kappa: -0.0003, kb_relative_information_score: 100635.5331, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1412, predictive_accuracy: 0.2546, prior_entropy: 2, recall: 0.2546, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.401,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.5591, kappa: 0.4218, kb_relative_information_score: 405978.0575, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5559, predictive_accuracy: 0.5663, prior_entropy: 2, recall: 0.5663, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.8535,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, f_measure: 0.5288, kappa: 0.3736, kb_relative_information_score: 432946.7801, mean_absolute_error: 0.2348, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5274, predictive_accuracy: 0.5304, prior_entropy: 2, recall: 0.5304, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4846, root_relative_squared_error: 1.1191,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.5694, kappa: 0.4355, kb_relative_information_score: 421189.1681, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.566, predictive_accuracy: 0.5765, prior_entropy: 2, recall: 0.5765, relative_absolute_error: 0.6836, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3654, root_relative_squared_error: 0.844,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) 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,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1046, kappa: -0, kb_relative_information_score: 103466.948, mean_absolute_error: 0.3751, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.1313, predictive_accuracy: 0.2561, prior_entropy: 2, recall: 0.2561, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4566, root_relative_squared_error: 1.0544,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.1287, kappa: -0.0001, kb_relative_information_score: 7418.884, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2353, predictive_accuracy: 0.2574, prior_entropy: 2, recall: 0.2574, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9998,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.2509, kappa: 0.0008, kb_relative_information_score: 95404.234, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2509, predictive_accuracy: 0.2509, prior_entropy: 2, recall: 0.2509, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.612, root_relative_squared_error: 1.4134,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.5432, kappa: 0.416, kb_relative_information_score: 379370.9723, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.5617, prior_entropy: 2, recall: 0.5617, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.8595,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6426, kappa: 0.5389, kb_relative_information_score: 529443.7654, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6388, predictive_accuracy: 0.6541, prior_entropy: 2, recall: 0.6541, relative_absolute_error: 0.5663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.7985,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.4131, kappa: 0.252, kb_relative_information_score: 247668.1115, mean_absolute_error: 0.3095, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.463, predictive_accuracy: 0.4416, prior_entropy: 2, recall: 0.4416, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.9135,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7574, f_measure: 0.4688, kappa: 0.3148, kb_relative_information_score: 372339.2827, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.502, predictive_accuracy: 0.4834, prior_entropy: 2, recall: 0.4834, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0121,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7742, f_measure: 0.6494, kappa: 0.5487, kb_relative_information_score: 591184.8672, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6469, predictive_accuracy: 0.6614, prior_entropy: 2, recall: 0.6614, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9502,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(vehicle) (1)
target_feature Class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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