OpenML
Supervised Data Stream Classification on BNG(soybean)

Supervised Data Stream Classification on BNG(soybean)

Task 174 Supervised Data Stream Classification BNG(soybean) 300 runs submitted
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  • ecmlpkdd2015 streamensembles streams streams-full 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(soybean)
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/4642943/Run_1847147_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(soybean)
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/4642802/Run_1847081_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(soybean)
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/4642681/Run_1847021_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(soybean)
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/4642570/Run_1846966_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(soybean)
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/4642422/Run_1846892_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(soybean)
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/4642276/Run_1846819_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(soybean)
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/4642155/Run_1846759_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(soybean)
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/4641874/Run_1846619_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(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9013, kappa: 0.8922, kb_relative_information_score: 825261.0664, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9016, prior_entropy: 4.2479, recall: 0.9016, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4984,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9074, kappa: 0.8985, kb_relative_information_score: 882739.9616, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9073, prior_entropy: 4.2479, recall: 0.9073, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.4288,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9075, kappa: 0.8985, kb_relative_information_score: 885985.3388, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9073, prior_entropy: 4.2479, recall: 0.9073, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4282,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9082, kappa: 0.8994, kb_relative_information_score: 900686.5368, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9081, prior_entropy: 4.2479, recall: 0.9081, relative_absolute_error: 0.1603, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4163,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9086, kappa: 0.8998, kb_relative_information_score: 909468.6747, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.9084, prior_entropy: 4.2479, recall: 0.9084, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4083,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9073, kappa: 0.8984, kb_relative_information_score: 911836.7567, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9071, prior_entropy: 4.2479, recall: 0.9071, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4118,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 912065.5306, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4204,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899459.1084, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9013, kappa: 0.8922, kb_relative_information_score: 825261.0664, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9016, prior_entropy: 4.2479, recall: 0.9016, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4984,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9022, kappa: 0.8932, kb_relative_information_score: 872219.7879, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9025, prior_entropy: 4.2479, recall: 0.9025, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.4536,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9058, kappa: 0.897, kb_relative_information_score: 898087.2506, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9123, predictive_accuracy: 0.9059, prior_entropy: 4.2479, recall: 0.9059, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.4223,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9056, kappa: 0.897, kb_relative_information_score: 908923.2819, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9112, predictive_accuracy: 0.906, prior_entropy: 4.2479, recall: 0.906, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4097,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9042, kappa: 0.8955, kb_relative_information_score: 911673.4694, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9045, prior_entropy: 4.2479, recall: 0.9045, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4123,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8976, kappa: 0.8883, kb_relative_information_score: 912042.8607, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9043, predictive_accuracy: 0.8979, prior_entropy: 4.2479, recall: 0.8979, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4205,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.8919, kb_relative_information_score: 899368.4742, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4567,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9017, kappa: 0.8921, kb_relative_information_score: 899485.5858, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899411.2454, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9023, kappa: 0.8927, kb_relative_information_score: 900040.5934, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9018, prior_entropy: 4.2479, recall: 0.9018, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.4552,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9002, kappa: 0.8906, kb_relative_information_score: 898121.9985, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9, prior_entropy: 4.2479, recall: 0.9, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.4596,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.8883, kappa: 0.8777, kb_relative_information_score: 886204.1023, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8936, predictive_accuracy: 0.8883, prior_entropy: 4.2479, recall: 0.8883, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.4857,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899459.1084, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9015, kappa: 0.8919, kb_relative_information_score: 899339.96, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899258.491, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.8452, kappa: 0.8318, kb_relative_information_score: 842021.7392, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.8466, prior_entropy: 4.2479, recall: 0.8466, relative_absolute_error: 0.2679, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.4816,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.85, kappa: 0.837, kb_relative_information_score: 843146.2054, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8571, predictive_accuracy: 0.8513, prior_entropy: 4.2479, recall: 0.8513, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.4763,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.8547, kappa: 0.8421, kb_relative_information_score: 843861.665, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8619, predictive_accuracy: 0.856, prior_entropy: 4.2479, recall: 0.856, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.473,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.858, kappa: 0.8457, kb_relative_information_score: 843727.8003, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8651, predictive_accuracy: 0.8592, prior_entropy: 4.2479, recall: 0.8592, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.4715,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9006, kappa: 0.8908, kb_relative_information_score: 906839.0046, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9002, prior_entropy: 4.2479, recall: 0.9002, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.408,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899259.5094, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9021, kappa: 0.8925, kb_relative_information_score: 899858.3065, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9093, predictive_accuracy: 0.9017, prior_entropy: 4.2479, recall: 0.9017, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.4556,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8992, kappa: 0.8894, kb_relative_information_score: 897055.773, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9052, predictive_accuracy: 0.8989, prior_entropy: 4.2479, recall: 0.8989, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.462,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.8913, kappa: 0.8808, kb_relative_information_score: 889035.15, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.891, prior_entropy: 4.2479, recall: 0.891, relative_absolute_error: 0.115, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.4796,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899277.8399, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4569,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9041, kappa: 0.8952, kb_relative_information_score: 841027.9714, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9106, predictive_accuracy: 0.9043, prior_entropy: 4.2479, recall: 0.9043, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9084, kappa: 0.8997, kb_relative_information_score: 905125.875, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9083, prior_entropy: 4.2479, recall: 0.9083, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4078,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.9086, kappa: 0.8998, kb_relative_information_score: 909470.7438, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9145, predictive_accuracy: 0.9084, prior_entropy: 4.2479, recall: 0.9084, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4083,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9073, kappa: 0.8984, kb_relative_information_score: 911838.267, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9071, prior_entropy: 4.2479, recall: 0.9071, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4118,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 912068.3484, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4204,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899461.1451, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9041, kappa: 0.8952, kb_relative_information_score: 841027.9714, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9106, predictive_accuracy: 0.9043, prior_entropy: 4.2479, recall: 0.9043, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.481,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9056, kappa: 0.897, kb_relative_information_score: 908923.888, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9112, predictive_accuracy: 0.906, prior_entropy: 4.2479, recall: 0.906, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4097,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9042, kappa: 0.8955, kb_relative_information_score: 911674.9776, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9045, prior_entropy: 4.2479, recall: 0.9045, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4123,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.8976, kappa: 0.8883, kb_relative_information_score: 912045.6804, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9043, predictive_accuracy: 0.8979, prior_entropy: 4.2479, recall: 0.8979, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4205,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9023, kappa: 0.8927, kb_relative_information_score: 900042.6301, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9018, prior_entropy: 4.2479, recall: 0.9018, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.4552,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.9002, kappa: 0.8906, kb_relative_information_score: 898124.0352, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9, prior_entropy: 4.2479, recall: 0.9, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.4596,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8897, kappa: 0.8792, kb_relative_information_score: 887617.5894, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8949, predictive_accuracy: 0.8896, prior_entropy: 4.2479, recall: 0.8896, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.4827,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9021, kappa: 0.8925, kb_relative_information_score: 899858.3065, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9093, predictive_accuracy: 0.9017, prior_entropy: 4.2479, recall: 0.9017, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.4556,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8992, kappa: 0.8894, kb_relative_information_score: 897057.8097, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9052, predictive_accuracy: 0.8989, prior_entropy: 4.2479, recall: 0.8989, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.462,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.8929, kappa: 0.8825, kb_relative_information_score: 890651.2913, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8992, predictive_accuracy: 0.8926, prior_entropy: 4.2479, recall: 0.8926, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.4761,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6102, f_measure: 0.2846, kappa: 0.2163, kb_relative_information_score: 274173.3397, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.2866, predictive_accuracy: 0.2873, prior_entropy: 4.2479, recall: 0.2873, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2739, root_relative_squared_error: 1.2267,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9015, kappa: 0.8919, kb_relative_information_score: 899339.96, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899258.491, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899259.5094, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9079, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.457,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9014, kappa: 0.8918, kb_relative_information_score: 899277.8399, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.908, predictive_accuracy: 0.9011, prior_entropy: 4.2479, recall: 0.9011, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4569,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.8919, kb_relative_information_score: 899368.4742, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4567,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9017, kappa: 0.8921, kb_relative_information_score: 899485.5858, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899411.2454, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9082, predictive_accuracy: 0.9012, prior_entropy: 4.2479, recall: 0.9012, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.102, root_relative_squared_error: 0.4566,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9016, kappa: 0.892, kb_relative_information_score: 899461.1451, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9013, prior_entropy: 4.2479, recall: 0.9013, relative_absolute_error: 0.1042, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.4565,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9065, kappa: 0.8977, kb_relative_information_score: 912712.3735, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.3822,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9063, kappa: 0.8975, kb_relative_information_score: 912652.0853, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.91, predictive_accuracy: 0.9063, prior_entropy: 4.2479, recall: 0.9063, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.382,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9174, kappa: 0.9094, kb_relative_information_score: 922286.4363, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9205, predictive_accuracy: 0.9173, prior_entropy: 4.2479, recall: 0.9173, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.3579,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9189, kappa: 0.9112, kb_relative_information_score: 924300.55, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.922, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.3534,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.919, kappa: 0.9113, kb_relative_information_score: 925177.2124, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9221, predictive_accuracy: 0.9189, prior_entropy: 4.2479, recall: 0.9189, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9066, kappa: 0.8977, kb_relative_information_score: 912812.3497, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9065, prior_entropy: 4.2479, recall: 0.9065, relative_absolute_error: 0.1397, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.3812,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9073, kappa: 0.8985, kb_relative_information_score: 913222.4778, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.911, predictive_accuracy: 0.9072, prior_entropy: 4.2479, recall: 0.9072, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.3798,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9193, kappa: 0.9115, kb_relative_information_score: 924664.4086, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.9223, predictive_accuracy: 0.9192, prior_entropy: 4.2479, recall: 0.9192, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0786, root_relative_squared_error: 0.3519,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.8976, kappa: 0.8885, kb_relative_information_score: 902666.2033, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8993, predictive_accuracy: 0.8982, prior_entropy: 4.2479, recall: 0.8982, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.399,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.198, kappa: 0.2265, kb_relative_information_score: 343697.3706, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.1592, predictive_accuracy: 0.322, prior_entropy: 4.2479, recall: 0.322, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.9262,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8903, kappa: 0.8798, kb_relative_information_score: 230423.9813, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8923, predictive_accuracy: 0.8903, prior_entropy: 4.2479, recall: 0.8903, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.9543,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8713, kappa: 0.8591, kb_relative_information_score: 852294.7837, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8714, prior_entropy: 4.2479, recall: 0.8714, relative_absolute_error: 0.2766, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.46,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8448, kappa: 0.8312, kb_relative_information_score: 841932.1781, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8514, predictive_accuracy: 0.8461, prior_entropy: 4.2479, recall: 0.8461, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.482,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.1722, kappa: 0.1752, kb_relative_information_score: 277176.9696, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.1723, predictive_accuracy: 0.28, prior_entropy: 4.2479, recall: 0.28, relative_absolute_error: 0.9071, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.9456,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.7572, kappa: 0.7412, kb_relative_information_score: 737578.7848, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7789, predictive_accuracy: 0.7653, prior_entropy: 4.2479, recall: 0.7653, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.5989,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6221, f_measure: 0.1991, kappa: 0.2264, kb_relative_information_score: 317064.965, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.2646, predictive_accuracy: 0.3217, prior_entropy: 4.2479, recall: 0.3217, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2642, root_relative_squared_error: 1.1833,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0017, kb_relative_information_score: 11563.1134, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0009, predictive_accuracy: 0.0294, prior_entropy: 4.2479, recall: 0.0294, relative_absolute_error: 1.0245, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3196, root_relative_squared_error: 1.4315,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.0233, kappa: 0.0204, kb_relative_information_score: 31898.2029, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0244, predictive_accuracy: 0.0492, prior_entropy: 4.2479, recall: 0.0492, relative_absolute_error: 1.0036, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4165,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0252, kappa: 0.0205, kb_relative_information_score: 31853.986, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0295, predictive_accuracy: 0.0493, prior_entropy: 4.2479, recall: 0.0493, relative_absolute_error: 1.0035, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3163, root_relative_squared_error: 1.4167,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.0213, kappa: 0.0154, kb_relative_information_score: 30996.3675, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0292, predictive_accuracy: 0.0444, prior_entropy: 4.2479, recall: 0.0444, relative_absolute_error: 1.0097, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3134, root_relative_squared_error: 1.4036,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.814, kappa: 0.8033, kb_relative_information_score: 840221.5388, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8491, predictive_accuracy: 0.8222, prior_entropy: 4.2479, recall: 0.8222, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5143,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8542, kappa: 0.8412, kb_relative_information_score: 868372.7654, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8617, predictive_accuracy: 0.8556, prior_entropy: 4.2479, recall: 0.8556, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.511,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8356, kappa: 0.8243, kb_relative_information_score: 858048.2061, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8639, predictive_accuracy: 0.8409, prior_entropy: 4.2479, recall: 0.8409, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4866,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.864, kappa: 0.8524, kb_relative_information_score: 867786.8562, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8688, predictive_accuracy: 0.8651, prior_entropy: 4.2479, recall: 0.8651, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5118,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0334, kappa: -0.0001, kb_relative_information_score: 168894.1272, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0658, predictive_accuracy: 0.1332, prior_entropy: 4.2479, recall: 0.1332, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.9818,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0867, kappa: -0.0001, kb_relative_information_score: 69975.3673, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.0867, predictive_accuracy: 0.0867, prior_entropy: 4.2479, recall: 0.0867, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.3101, root_relative_squared_error: 1.3885,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7291, kappa: 0.7032, kb_relative_information_score: 752135.1447, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.7431, predictive_accuracy: 0.7297, prior_entropy: 4.2479, recall: 0.7297, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.6259,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8921, kappa: 0.8818, kb_relative_information_score: 903574.0763, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8955, predictive_accuracy: 0.892, prior_entropy: 4.2479, recall: 0.892, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4165,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.3527, kappa: 0.398, kb_relative_information_score: 498701.4351, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.3661, predictive_accuracy: 0.4629, prior_entropy: 4.2479, recall: 0.4629, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.8378,

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(soybean) (1)
target_feature class

Expected outputs

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

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