Task
Supervised Data Stream Classification on BNG(cmc)

Supervised Data Stream Classification on BNG(cmc)

Task 2151 Supervised Data Stream Classification BNG(cmc) 291 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16 under1m
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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(cmc)
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/4642933/Run_1847142_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(cmc)
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/4642806/Run_1847083_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(cmc)
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/4642691/Run_1847026_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(cmc)
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/4642650/Run_1847006_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(cmc)
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/4642582/Run_1846972_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(cmc)
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/4642450/Run_1846906_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(cmc)
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/4642306/Run_1846834_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(cmc)
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/4642151/Run_1846757_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(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5168, kappa: 0.2528, kb_relative_information_score: 14011.4966, mean_absolute_error: 0.3697, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5165, predictive_accuracy: 0.5173, prior_entropy: 1.585, recall: 0.5173, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9787,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.5185, kappa: 0.2548, kb_relative_information_score: 14805.8273, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5187, predictive_accuracy: 0.5184, prior_entropy: 1.585, recall: 0.5184, relative_absolute_error: 0.8168, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.464, root_relative_squared_error: 0.9843,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6698, f_measure: 0.5177, kappa: 0.2534, kb_relative_information_score: 15720.8371, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5172, predictive_accuracy: 0.5182, prior_entropy: 1.585, recall: 0.5182, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4733, root_relative_squared_error: 1.0039,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.5181, kappa: 0.2538, kb_relative_information_score: 17086.0286, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5172, predictive_accuracy: 0.5194, prior_entropy: 1.585, recall: 0.5194, relative_absolute_error: 0.7703, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4832, root_relative_squared_error: 1.0249,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6677, f_measure: 0.5236, kappa: 0.2642, kb_relative_information_score: 17652.6564, mean_absolute_error: 0.3364, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5242, predictive_accuracy: 0.5233, prior_entropy: 1.585, recall: 0.5233, relative_absolute_error: 0.757, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4959, root_relative_squared_error: 1.0519,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6645, f_measure: 0.5239, kappa: 0.2651, kb_relative_information_score: 18011.997, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5245, predictive_accuracy: 0.5238, prior_entropy: 1.585, recall: 0.5238, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.508, root_relative_squared_error: 1.0777,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6539, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19439.1998, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1342,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5168, kappa: 0.2528, kb_relative_information_score: 14011.4966, mean_absolute_error: 0.3697, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5165, predictive_accuracy: 0.5173, prior_entropy: 1.585, recall: 0.5173, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9787,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6635, f_measure: 0.514, kappa: 0.2499, kb_relative_information_score: 15143.6096, mean_absolute_error: 0.3576, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5137, predictive_accuracy: 0.5167, prior_entropy: 1.585, recall: 0.5167, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4721, root_relative_squared_error: 1.0016,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6638, f_measure: 0.5149, kappa: 0.2489, kb_relative_information_score: 16947.7884, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5141, predictive_accuracy: 0.5179, prior_entropy: 1.585, recall: 0.5179, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4827, root_relative_squared_error: 1.0239,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6634, f_measure: 0.508, kappa: 0.2472, kb_relative_information_score: 17542.1845, mean_absolute_error: 0.3374, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5121, predictive_accuracy: 0.5151, prior_entropy: 1.585, recall: 0.5151, relative_absolute_error: 0.7591, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4957, root_relative_squared_error: 1.0516,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.5219, kappa: 0.2614, kb_relative_information_score: 17870.4101, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5219, predictive_accuracy: 0.5226, prior_entropy: 1.585, recall: 0.5226, relative_absolute_error: 0.7437, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5079, root_relative_squared_error: 1.0774,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5174, kappa: 0.2608, kb_relative_information_score: 19423.9379, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5214, predictive_accuracy: 0.5224, prior_entropy: 1.585, recall: 0.5224, relative_absolute_error: 0.7206, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1344,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5269, kappa: 0.267, kb_relative_information_score: 19497.5512, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5268, predictive_accuracy: 0.5271, prior_entropy: 1.585, recall: 0.5271, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5615, root_relative_squared_error: 1.1911,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5274, kappa: 0.2681, kb_relative_information_score: 19524.9326, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5274, predictive_accuracy: 0.5275, prior_entropy: 1.585, recall: 0.5275, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.1906,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.5277, kappa: 0.2685, kb_relative_information_score: 19548.2068, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5277, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1902,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5276, kappa: 0.2683, kb_relative_information_score: 19545.4687, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5275, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6281, f_measure: 0.5192, kappa: 0.2565, kb_relative_information_score: 18891.0531, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5194, predictive_accuracy: 0.5191, prior_entropy: 1.585, recall: 0.5191, relative_absolute_error: 0.7213, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5662, root_relative_squared_error: 1.2011,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6, f_measure: 0.4844, kappa: 0.2005, kb_relative_information_score: 16269.2836, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4847, predictive_accuracy: 0.4845, prior_entropy: 1.585, recall: 0.4845, relative_absolute_error: 0.7733, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5862, root_relative_squared_error: 1.2436,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19427.7286, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.562, root_relative_squared_error: 1.1922,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.5268, kappa: 0.2675, kb_relative_information_score: 19457.8482, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5266, prior_entropy: 1.585, recall: 0.5266, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1917,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6333, f_measure: 0.5264, kappa: 0.267, kb_relative_information_score: 19435.943, mean_absolute_error: 0.3158, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5266, predictive_accuracy: 0.5263, prior_entropy: 1.585, recall: 0.5263, relative_absolute_error: 0.7105, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.562, root_relative_squared_error: 1.1921,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, f_measure: 0.5034, kappa: 0.228, kb_relative_information_score: 13390.7764, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.502, predictive_accuracy: 0.5083, prior_entropy: 1.585, recall: 0.5083, relative_absolute_error: 0.8385, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4576, root_relative_squared_error: 0.9708,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6735, f_measure: 0.5073, kappa: 0.234, kb_relative_information_score: 13391.4118, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.506, predictive_accuracy: 0.5124, prior_entropy: 1.585, recall: 0.5124, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4551, root_relative_squared_error: 0.9655,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6737, f_measure: 0.5077, kappa: 0.2346, kb_relative_information_score: 13388.5371, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5065, predictive_accuracy: 0.5129, prior_entropy: 1.585, recall: 0.5129, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.455, root_relative_squared_error: 0.9652,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6737, f_measure: 0.5077, kappa: 0.2346, kb_relative_information_score: 13388.5371, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5065, predictive_accuracy: 0.5129, prior_entropy: 1.585, recall: 0.5129, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.455, root_relative_squared_error: 0.9652,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.5119, kappa: 0.2539, kb_relative_information_score: 13197.5376, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.518, predictive_accuracy: 0.5102, prior_entropy: 1.585, recall: 0.5102, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9548,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5275, kappa: 0.2682, kb_relative_information_score: 19537.2542, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5275, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5612, root_relative_squared_error: 1.1904,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6216, f_measure: 0.5113, kappa: 0.2441, kb_relative_information_score: 18305.091, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5113, predictive_accuracy: 0.5114, prior_entropy: 1.585, recall: 0.5114, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5707, root_relative_squared_error: 1.2107,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.4739, kappa: 0.1871, kb_relative_information_score: 15332.8395, mean_absolute_error: 0.3519, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4777, predictive_accuracy: 0.4721, prior_entropy: 1.585, recall: 0.4721, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5932, root_relative_squared_error: 1.2584,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.5262, kappa: 0.2666, kb_relative_information_score: 19418.1451, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1924,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5232, kappa: 0.2664, kb_relative_information_score: 13819.0218, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5225, prior_entropy: 1.585, recall: 0.5225, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.5234, kappa: 0.266, kb_relative_information_score: 14888.0224, mean_absolute_error: 0.3632, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5224, prior_entropy: 1.585, recall: 0.5224, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9993,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.5226, kappa: 0.2654, kb_relative_information_score: 16314.9382, mean_absolute_error: 0.3491, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.525, predictive_accuracy: 0.5215, prior_entropy: 1.585, recall: 0.5215, relative_absolute_error: 0.7855, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4882, root_relative_squared_error: 1.0357,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.5242, kappa: 0.2657, kb_relative_information_score: 17988.4222, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.525, predictive_accuracy: 0.5237, prior_entropy: 1.585, recall: 0.5237, relative_absolute_error: 0.7427, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5065, root_relative_squared_error: 1.0745,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.654, f_measure: 0.5279, kappa: 0.2687, kb_relative_information_score: 19443.1866, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7202, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.1342,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5279, kappa: 0.2688, kb_relative_information_score: 19559.1594, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.19,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5232, kappa: 0.2664, kb_relative_information_score: 13819.0218, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5254, predictive_accuracy: 0.5225, prior_entropy: 1.585, recall: 0.5225, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6616, f_measure: 0.5173, kappa: 0.2618, kb_relative_information_score: 15640.9569, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.522, predictive_accuracy: 0.518, prior_entropy: 1.585, recall: 0.518, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4875, root_relative_squared_error: 1.0341,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6622, f_measure: 0.5215, kappa: 0.2608, kb_relative_information_score: 17830.505, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.522, prior_entropy: 1.585, recall: 0.522, relative_absolute_error: 0.7444, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5063, root_relative_squared_error: 1.074,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5175, kappa: 0.261, kb_relative_information_score: 19427.9255, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5226, prior_entropy: 1.585, recall: 0.5226, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5348, root_relative_squared_error: 1.1344,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.5277, kappa: 0.2684, kb_relative_information_score: 19549.5759, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5276, predictive_accuracy: 0.5278, prior_entropy: 1.585, recall: 0.5278, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1902,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6306, f_measure: 0.522, kappa: 0.2614, kb_relative_information_score: 19078.6157, mean_absolute_error: 0.3189, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5226, predictive_accuracy: 0.5216, prior_entropy: 1.585, recall: 0.5216, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5647, root_relative_squared_error: 1.198,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.4938, kappa: 0.2192, kb_relative_information_score: 16845.6621, mean_absolute_error: 0.3386, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4969, predictive_accuracy: 0.4921, prior_entropy: 1.585, recall: 0.4921, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5819, root_relative_squared_error: 1.2344,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.5276, kappa: 0.2683, kb_relative_information_score: 19541.3614, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5275, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5611, root_relative_squared_error: 1.1903,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.5172, kappa: 0.2546, kb_relative_information_score: 18702.1214, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.518, predictive_accuracy: 0.5166, prior_entropy: 1.585, recall: 0.5166, relative_absolute_error: 0.7251, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5677, root_relative_squared_error: 1.2042,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.4802, kappa: 0.202, kb_relative_information_score: 15732.608, mean_absolute_error: 0.3484, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4883, predictive_accuracy: 0.4774, prior_entropy: 1.585, recall: 0.4774, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5903, root_relative_squared_error: 1.2521,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5214, f_measure: 0.3767, kappa: 0.0456, kb_relative_information_score: 10984.6724, mean_absolute_error: 0.3902, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3909, predictive_accuracy: 0.4147, prior_entropy: 1.585, recall: 0.4147, relative_absolute_error: 0.878, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6247, root_relative_squared_error: 1.3251,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19427.7286, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.562, root_relative_squared_error: 1.1922,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.5268, kappa: 0.2675, kb_relative_information_score: 19457.8482, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5266, prior_entropy: 1.585, recall: 0.5266, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5618, root_relative_squared_error: 1.1917,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.5265, kappa: 0.2671, kb_relative_information_score: 19441.4193, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5267, predictive_accuracy: 0.5264, prior_entropy: 1.585, recall: 0.5264, relative_absolute_error: 0.7104, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5619, root_relative_squared_error: 1.192,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5263, kappa: 0.2667, kb_relative_information_score: 19422.2523, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5264, predictive_accuracy: 0.5261, prior_entropy: 1.585, recall: 0.5261, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1923,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.5269, kappa: 0.267, kb_relative_information_score: 19497.5512, mean_absolute_error: 0.3152, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5268, predictive_accuracy: 0.5271, prior_entropy: 1.585, recall: 0.5271, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5615, root_relative_squared_error: 1.1911,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5274, kappa: 0.2681, kb_relative_information_score: 19524.9326, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5274, predictive_accuracy: 0.5275, prior_entropy: 1.585, recall: 0.5275, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.1906,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5278, kappa: 0.2687, kb_relative_information_score: 19555.0521, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.1901,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.5279, kappa: 0.2688, kb_relative_information_score: 19559.1594, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5278, predictive_accuracy: 0.5279, prior_entropy: 1.585, recall: 0.5279, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.561, root_relative_squared_error: 1.19,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.5294, kappa: 0.2702, kb_relative_information_score: 12472.7676, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5286, predictive_accuracy: 0.5306, prior_entropy: 1.585, recall: 0.5306, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4384, root_relative_squared_error: 0.93,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5299, kappa: 0.2707, kb_relative_information_score: 12590.4091, mean_absolute_error: 0.3781, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5291, predictive_accuracy: 0.5313, prior_entropy: 1.585, recall: 0.5313, relative_absolute_error: 0.8507, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.9285,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7162, f_measure: 0.5426, kappa: 0.2897, kb_relative_information_score: 12804.0169, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5418, predictive_accuracy: 0.5458, prior_entropy: 1.585, recall: 0.5458, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9194,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.71, f_measure: 0.537, kappa: 0.2812, kb_relative_information_score: 12667.081, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5361, predictive_accuracy: 0.5394, prior_entropy: 1.585, recall: 0.5394, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.9232,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5306, kappa: 0.272, kb_relative_information_score: 12571.6515, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5298, predictive_accuracy: 0.5318, prior_entropy: 1.585, recall: 0.5318, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4376, root_relative_squared_error: 0.9282,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7031, f_measure: 0.5297, kappa: 0.2706, kb_relative_information_score: 12533.6983, mean_absolute_error: 0.3785, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5289, predictive_accuracy: 0.5309, prior_entropy: 1.585, recall: 0.5309, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4378, root_relative_squared_error: 0.9288,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.5404, kappa: 0.2864, kb_relative_information_score: 12731.7495, mean_absolute_error: 0.3771, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5395, predictive_accuracy: 0.5427, prior_entropy: 1.585, recall: 0.5427, relative_absolute_error: 0.8484, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4342, root_relative_squared_error: 0.9211,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7136, f_measure: 0.5393, kappa: 0.2846, kb_relative_information_score: 12752.9086, mean_absolute_error: 0.3769, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5383, predictive_accuracy: 0.5416, prior_entropy: 1.585, recall: 0.5416, relative_absolute_error: 0.848, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4342, root_relative_squared_error: 0.9211,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6088, f_measure: 0.3545, kappa: 0.149, kb_relative_information_score: 7190.7963, mean_absolute_error: 0.4109, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3595, predictive_accuracy: 0.4468, prior_entropy: 1.585, recall: 0.4468, relative_absolute_error: 0.9246, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9629,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.5191, kappa: 0.251, kb_relative_information_score: 12016.1238, mean_absolute_error: 0.3812, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5193, predictive_accuracy: 0.523, prior_entropy: 1.585, recall: 0.523, relative_absolute_error: 0.8576, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.9379,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6726, f_measure: 0.5113, kappa: 0.2403, kb_relative_information_score: 14475.7164, mean_absolute_error: 0.3701, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5105, predictive_accuracy: 0.5135, prior_entropy: 1.585, recall: 0.5135, relative_absolute_error: 0.8326, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.457, root_relative_squared_error: 0.9694,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6582, f_measure: 0.488, kappa: 0.2083, kb_relative_information_score: 9133.9877, mean_absolute_error: 0.4032, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5155, predictive_accuracy: 0.5142, prior_entropy: 1.585, recall: 0.5142, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4508, root_relative_squared_error: 0.9563,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, f_measure: 0.503, kappa: 0.2275, kb_relative_information_score: 13391.7606, mean_absolute_error: 0.3727, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5016, predictive_accuracy: 0.5079, prior_entropy: 1.585, recall: 0.5079, relative_absolute_error: 0.8385, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4581, root_relative_squared_error: 0.9718,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.4216, kappa: 0.128, kb_relative_information_score: 6812.8468, mean_absolute_error: 0.4145, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4303, predictive_accuracy: 0.4555, prior_entropy: 1.585, recall: 0.4555, relative_absolute_error: 0.9325, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9724,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.523, kappa: 0.2587, kb_relative_information_score: 12149.5083, mean_absolute_error: 0.3812, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.523, predictive_accuracy: 0.5301, prior_entropy: 1.585, recall: 0.5301, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9384,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5305, f_measure: 0.3963, kappa: 0.0617, kb_relative_information_score: 10942.2312, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3941, predictive_accuracy: 0.4141, prior_entropy: 1.585, recall: 0.4141, relative_absolute_error: 0.8788, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.625, root_relative_squared_error: 1.3258,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) 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,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5134, f_measure: 0.2645, kappa: 0.022, kb_relative_information_score: 3787.4701, mean_absolute_error: 0.4536, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2492, predictive_accuracy: 0.3196, prior_entropy: 1.585, recall: 0.3196, relative_absolute_error: 1.0206, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6735, root_relative_squared_error: 1.4287,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.519, f_measure: 0.2717, kappa: 0.0325, kb_relative_information_score: 4547.0148, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.2525, predictive_accuracy: 0.3297, prior_entropy: 1.585, recall: 0.3297, relative_absolute_error: 1.0056, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6679, root_relative_squared_error: 1.4168,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.2878, kappa: 0.1036, kb_relative_information_score: 6310.2729, mean_absolute_error: 0.4423, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3199, predictive_accuracy: 0.3522, prior_entropy: 1.585, recall: 0.3522, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.538, root_relative_squared_error: 1.1412,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, f_measure: 0.469, kappa: 0.1756, kb_relative_information_score: 10695.7097, mean_absolute_error: 0.3925, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4678, predictive_accuracy: 0.4718, prior_entropy: 1.585, recall: 0.4718, relative_absolute_error: 0.8832, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9766,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5645, f_measure: 0.4366, kappa: 0.1296, kb_relative_information_score: 12568.6867, mean_absolute_error: 0.3763, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4381, predictive_accuracy: 0.4356, prior_entropy: 1.585, recall: 0.4356, relative_absolute_error: 0.8466, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6134, root_relative_squared_error: 1.3012,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.4758, kappa: 0.187, kb_relative_information_score: 11103.6815, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4747, predictive_accuracy: 0.4782, prior_entropy: 1.585, recall: 0.4782, relative_absolute_error: 0.8762, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4591, root_relative_squared_error: 0.9739,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) 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,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1803, kappa: -0, kb_relative_information_score: 5988.9351, mean_absolute_error: 0.4342, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1216, predictive_accuracy: 0.3487, prior_entropy: 1.585, recall: 0.3487, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6589, root_relative_squared_error: 1.3978,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.2548, kappa: -0.0002, kb_relative_information_score: 4364.4323, mean_absolute_error: 0.4307, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.247, predictive_accuracy: 0.4261, prior_entropy: 1.585, recall: 0.4261, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9846,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.3551, kappa: 0.0018, kb_relative_information_score: 6473.5859, mean_absolute_error: 0.4299, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3551, predictive_accuracy: 0.3551, prior_entropy: 1.585, recall: 0.3551, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3909,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6339, f_measure: 0.4582, kappa: 0.1713, kb_relative_information_score: 8390.0407, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4584, predictive_accuracy: 0.4675, prior_entropy: 1.585, recall: 0.4675, relative_absolute_error: 0.9102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9583,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, f_measure: 0.5244, kappa: 0.261, kb_relative_information_score: 12682.2095, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5237, predictive_accuracy: 0.5262, prior_entropy: 1.585, recall: 0.5262, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.9344,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) 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,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, f_measure: 0.3953, kappa: 0.0953, kb_relative_information_score: 6985.2329, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4213, predictive_accuracy: 0.444, prior_entropy: 1.585, recall: 0.444, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9683,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6893, f_measure: 0.5137, kappa: 0.2584, kb_relative_information_score: 13392.2383, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5216, predictive_accuracy: 0.5117, prior_entropy: 1.585, recall: 0.5117, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4478, root_relative_squared_error: 0.9499,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.5275, kappa: 0.2682, kb_relative_information_score: 19537.2542, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5275, predictive_accuracy: 0.5277, prior_entropy: 1.585, recall: 0.5277, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5612, root_relative_squared_error: 1.1904,

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(cmc) (1)
target_feature Contraceptive_method_used

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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