Task
Supervised Data Stream Classification on BNG(zoo)

Supervised Data Stream Classification on BNG(zoo)

Task 2168 Supervised Data Stream Classification BNG(zoo) 290 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(zoo)
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/4642985/Run_1847168_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(zoo)
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/4642840/Run_1847100_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(zoo)
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/4642750/Run_1847055_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(zoo)
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/4642614/Run_1846988_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(zoo)
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/4642494/Run_1846928_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(zoo)
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/4642340/Run_1846851_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(zoo)
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/4642198/Run_1846780_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(zoo)
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/4642037/Run_1846700_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(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9159, kappa: 0.8942, kb_relative_information_score: 808487.9506, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.917, predictive_accuracy: 0.9197, prior_entropy: 2.8074, recall: 0.9197, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.163, root_relative_squared_error: 0.4658,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.932, kappa: 0.9129, kb_relative_information_score: 853719.5398, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9335, prior_entropy: 2.8074, recall: 0.9335, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.4034,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9332, kappa: 0.9142, kb_relative_information_score: 873977.1659, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9328, predictive_accuracy: 0.9345, prior_entropy: 2.8074, recall: 0.9345, relative_absolute_error: 0.1942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.3869,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9347, kappa: 0.9158, kb_relative_information_score: 898399.662, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9345, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.365,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9363, kappa: 0.9173, kb_relative_information_score: 926441.9819, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.9367, prior_entropy: 2.8074, recall: 0.9367, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.3495,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9361, kappa: 0.917, kb_relative_information_score: 932136.597, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9362, predictive_accuracy: 0.9365, prior_entropy: 2.8074, recall: 0.9365, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.352,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 931060.6064, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.3692,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 924814.135, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4032,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9159, kappa: 0.8942, kb_relative_information_score: 808487.9506, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.917, predictive_accuracy: 0.9197, prior_entropy: 2.8074, recall: 0.9197, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.163, root_relative_squared_error: 0.4658,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.921, kappa: 0.9003, kb_relative_information_score: 847993.7404, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9217, predictive_accuracy: 0.9242, prior_entropy: 2.8074, recall: 0.9242, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.4276,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9293, kappa: 0.9097, kb_relative_information_score: 884137.9105, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.3867,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9323, kappa: 0.9128, kb_relative_information_score: 926071.7445, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9334, prior_entropy: 2.8074, recall: 0.9334, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.3503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9351, kappa: 0.9159, kb_relative_information_score: 932067.1304, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9352, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.3522,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9275, kappa: 0.906, kb_relative_information_score: 931055.1154, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9282, prior_entropy: 2.8074, recall: 0.9282, relative_absolute_error: 0.0832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.3693,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9304, kappa: 0.9092, kb_relative_information_score: 924980.3345, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9307, predictive_accuracy: 0.9305, prior_entropy: 2.8074, recall: 0.9305, relative_absolute_error: 0.0811, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.4027,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9302, kappa: 0.909, kb_relative_information_score: 924775.2832, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4033,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 924830.3233, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.931, kappa: 0.91, kb_relative_information_score: 925628.9444, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9311, prior_entropy: 2.8074, recall: 0.9311, relative_absolute_error: 0.0804, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.401,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9274, kappa: 0.9058, kb_relative_information_score: 922206.7449, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9272, predictive_accuracy: 0.9279, prior_entropy: 2.8074, recall: 0.9279, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.4101,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.9221, kappa: 0.8995, kb_relative_information_score: 917053.48, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9217, predictive_accuracy: 0.9231, prior_entropy: 2.8074, recall: 0.9231, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.4235,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 924814.135, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4032,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9297, kappa: 0.9083, kb_relative_information_score: 924233.5158, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9299, predictive_accuracy: 0.9298, prior_entropy: 2.8074, recall: 0.9298, relative_absolute_error: 0.0819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4047,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9296, kappa: 0.9082, kb_relative_information_score: 924167.6836, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9297, prior_entropy: 2.8074, recall: 0.9297, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4049,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9295, kappa: 0.9082, kb_relative_information_score: 924114.8019, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 2.8074, recall: 0.9297, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4051,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9325, kappa: 0.9128, kb_relative_information_score: 905995.9933, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9333, prior_entropy: 2.8074, recall: 0.9333, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.3463,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9337, kappa: 0.9144, kb_relative_information_score: 905826.2447, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9339, predictive_accuracy: 0.9345, prior_entropy: 2.8074, recall: 0.9345, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.3434,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9344, kappa: 0.9152, kb_relative_information_score: 904944.8805, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9346, predictive_accuracy: 0.9352, prior_entropy: 2.8074, recall: 0.9352, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3428,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 903897.1882, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.935, predictive_accuracy: 0.9355, prior_entropy: 2.8074, recall: 0.9355, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3426,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.6508, kappa: 0.5919, kb_relative_information_score: 628741.0226, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6767, predictive_accuracy: 0.7038, prior_entropy: 2.8074, recall: 0.7038, relative_absolute_error: 0.4689, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.6613,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.931, kappa: 0.9099, kb_relative_information_score: 925501.5967, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9314, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1404, root_relative_squared_error: 0.4013,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9266, kappa: 0.9046, kb_relative_information_score: 921171.775, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9266, predictive_accuracy: 0.927, prior_entropy: 2.8074, recall: 0.927, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.4128,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.9252, kappa: 0.9018, kb_relative_information_score: 918738.1389, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.926, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.0878, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4192,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9295, kappa: 0.9081, kb_relative_information_score: 924105.0889, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 2.8074, recall: 0.9297, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4051,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9211, kappa: 0.8988, kb_relative_information_score: 819316.4644, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9214, predictive_accuracy: 0.9229, prior_entropy: 2.8074, recall: 0.9229, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4695,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9309, kappa: 0.9097, kb_relative_information_score: 865239.5259, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9314, predictive_accuracy: 0.9309, prior_entropy: 2.8074, recall: 0.9309, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4023,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9319, kappa: 0.9104, kb_relative_information_score: 893889.386, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9313, prior_entropy: 2.8074, recall: 0.9313, relative_absolute_error: 0.1572, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.3814,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9318, kappa: 0.9101, kb_relative_information_score: 929077.9582, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3634,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5468, f_measure: 0.3288, kappa: 0.1043, kb_relative_information_score: 367742.4227, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3678, predictive_accuracy: 0.4142, prior_entropy: 2.8074, recall: 0.4142, relative_absolute_error: 0.6835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4091, root_relative_squared_error: 1.1692,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 927323.4552, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9211, kappa: 0.8988, kb_relative_information_score: 819316.4644, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9214, predictive_accuracy: 0.9229, prior_entropy: 2.8074, recall: 0.9229, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4695,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9251, kappa: 0.9041, kb_relative_information_score: 876364.1935, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9246, predictive_accuracy: 0.9268, prior_entropy: 2.8074, recall: 0.9268, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4104,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9317, kappa: 0.9103, kb_relative_information_score: 929024.2025, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3636,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9239, kappa: 0.9012, kb_relative_information_score: 927317.9777, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.925, predictive_accuracy: 0.9245, prior_entropy: 2.8074, recall: 0.9245, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9067, kb_relative_information_score: 922649.2241, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9254, kappa: 0.9028, kb_relative_information_score: 919644.6818, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.4168,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9241, kappa: 0.9015, kb_relative_information_score: 918677.7027, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9239, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4193,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9067, kb_relative_information_score: 922592.0256, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4091,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9258, kappa: 0.9032, kb_relative_information_score: 919984.6354, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9261, predictive_accuracy: 0.9259, prior_entropy: 2.8074, recall: 0.9259, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.4159,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9269, kappa: 0.9038, kb_relative_information_score: 920356.9656, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9281, predictive_accuracy: 0.9262, prior_entropy: 2.8074, recall: 0.9262, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.415,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9278, kappa: 0.9049, kb_relative_information_score: 921289.4097, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9289, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4125,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921273.2215, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4126,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.905, kb_relative_information_score: 921348.7667, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921318.5486, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9055, kb_relative_information_score: 921755.6318, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9275, prior_entropy: 2.8074, recall: 0.9275, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4113,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9283, kappa: 0.9054, kb_relative_information_score: 921646.6308, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4116,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921685.4827, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9253, kappa: 0.9017, kb_relative_information_score: 910458.8197, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.9246, prior_entropy: 2.8074, recall: 0.9246, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.359,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9255, kappa: 0.9019, kb_relative_information_score: 910536.8751, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1254, root_relative_squared_error: 0.3584,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8884, kappa: 0.8549, kb_relative_information_score: 852897.3536, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8888, predictive_accuracy: 0.8888, prior_entropy: 2.8074, recall: 0.8888, relative_absolute_error: 0.2031, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.4447,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.8958, kappa: 0.8642, kb_relative_information_score: 859979.1837, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8959, prior_entropy: 2.8074, recall: 0.8959, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.4299,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9256, kappa: 0.902, kb_relative_information_score: 910615.397, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9249, prior_entropy: 2.8074, recall: 0.9249, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3579,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9258, kappa: 0.9022, kb_relative_information_score: 910628.5668, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9271, predictive_accuracy: 0.925, prior_entropy: 2.8074, recall: 0.925, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.3578,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9005, kappa: 0.8701, kb_relative_information_score: 867379.6839, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9013, predictive_accuracy: 0.9004, prior_entropy: 2.8074, recall: 0.9004, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.4178,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9042, kappa: 0.8747, kb_relative_information_score: 874084.3542, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9051, predictive_accuracy: 0.9039, prior_entropy: 2.8074, recall: 0.9039, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.4081,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.4775, kappa: 0.4208, kb_relative_information_score: 487249.746, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4609, predictive_accuracy: 0.5832, prior_entropy: 2.8074, recall: 0.5832, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.7721,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9234, kappa: 0.9028, kb_relative_information_score: 903087.4166, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9229, predictive_accuracy: 0.9258, prior_entropy: 2.8074, recall: 0.9258, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.3597,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9352, kappa: 0.916, kb_relative_information_score: 344130.0088, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9354, predictive_accuracy: 0.9358, prior_entropy: 2.8074, recall: 0.9358, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8634,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9229, kappa: 0.9011, kb_relative_information_score: 885155.9872, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9229, predictive_accuracy: 0.9249, prior_entropy: 2.8074, recall: 0.9249, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.3616,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9323, kappa: 0.9126, kb_relative_information_score: 906128.2831, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9324, predictive_accuracy: 0.9332, prior_entropy: 2.8074, recall: 0.9332, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.3465,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.4775, kappa: 0.4208, kb_relative_information_score: 495638.881, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4351, predictive_accuracy: 0.5832, prior_entropy: 2.8074, recall: 0.5832, relative_absolute_error: 0.5903, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.7729,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.6063, kappa: 0.5136, kb_relative_information_score: 538571.359, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.607, predictive_accuracy: 0.6388, prior_entropy: 2.8074, recall: 0.6388, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.736,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.5996, kappa: 0.5279, kb_relative_information_score: 609804.5333, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5863, predictive_accuracy: 0.6387, prior_entropy: 2.8074, recall: 0.6387, relative_absolute_error: 0.4226, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.9156,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.4701, kappa: 0.4029, kb_relative_information_score: 533219.964, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4386, predictive_accuracy: 0.5675, prior_entropy: 2.8074, recall: 0.5675, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3515, root_relative_squared_error: 1.0046,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.471, kappa: 0.4042, kb_relative_information_score: 534460.4588, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4395, predictive_accuracy: 0.5685, prior_entropy: 2.8074, recall: 0.5685, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3508, root_relative_squared_error: 1.0025,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552774.3109, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9833,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7626, f_measure: 0.4841, kappa: 0.4241, kb_relative_information_score: 534159.1598, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4536, predictive_accuracy: 0.5825, prior_entropy: 2.8074, recall: 0.5825, relative_absolute_error: 0.5251, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.9558,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9183, kappa: 0.8982, kb_relative_information_score: 910477.5513, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9189, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.3613,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9201, kappa: 0.8974, kb_relative_information_score: 916666.9139, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9193, predictive_accuracy: 0.9216, prior_entropy: 2.8074, recall: 0.9216, relative_absolute_error: 0.0935, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4164,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9231, kappa: 0.9036, kb_relative_information_score: 915402.7573, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9266, prior_entropy: 2.8074, recall: 0.9266, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.3521,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 912681.0093, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.3615,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6571, f_measure: 0.4308, kappa: 0.2594, kb_relative_information_score: 380155.4792, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5029, predictive_accuracy: 0.4287, prior_entropy: 2.8074, recall: 0.4287, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4, root_relative_squared_error: 1.1432,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2252, kappa: 0, kb_relative_information_score: 228698.2798, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.183, predictive_accuracy: 0.3965, prior_entropy: 2.8074, recall: 0.3965, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9454,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2339, kappa: -0, kb_relative_information_score: 173182.1208, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2339, predictive_accuracy: 0.2339, prior_entropy: 2.8074, recall: 0.2339, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.337,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8772, kappa: 0.8452, kb_relative_information_score: 853683.5227, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.882, prior_entropy: 2.8074, recall: 0.882, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.453,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9173, kappa: 0.891, kb_relative_information_score: 905614.3096, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9187, predictive_accuracy: 0.9164, prior_entropy: 2.8074, recall: 0.9164, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3835,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.838, f_measure: 0.4793, kappa: 0.3536, kb_relative_information_score: 480257.9387, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4737, predictive_accuracy: 0.5445, prior_entropy: 2.8074, recall: 0.5445, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8017,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 917999.7257, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.3512,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9067, kb_relative_information_score: 922592.0256, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4091,

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(zoo) (1)
target_feature type

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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