Task
Supervised Data Stream Classification on SEA(50)

Supervised Data Stream Classification on SEA(50)

Task 199 Supervised Data Stream Classification SEA(50) 307 runs submitted
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  • binstreams 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 SEA(50)
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/4642919/Run_1847135_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 SEA(50)
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/4642792/Run_1847076_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 SEA(50)
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/4642687/Run_1847024_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 SEA(50)
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/4642574/Run_1846968_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 SEA(50)
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/4642436/Run_1846899_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 SEA(50)
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/4642296/Run_1846829_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 SEA(50)
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/4642137/Run_1846750_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 SEA(50)
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/4641920/Run_1846642_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 SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 635613.8674, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6755,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 655983.4291, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6719,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8715, kappa: 0.7264, kb_relative_information_score: 696547.9198, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8742, predictive_accuracy: 0.8734, prior_entropy: 1, recall: 0.8734, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.6844,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.8679, kappa: 0.7187, kb_relative_information_score: 710445.553, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8698, prior_entropy: 1, recall: 0.8698, relative_absolute_error: 0.2956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6817,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8794, kappa: 0.7434, kb_relative_information_score: 723607.4443, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8808, prior_entropy: 1, recall: 0.8808, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.6755,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.8775, kappa: 0.7394, kb_relative_information_score: 736307.5215, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.673,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 750905.5616, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6727,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763010, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 635613.8674, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6755,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.8665, kappa: 0.7161, kb_relative_information_score: 694221.9495, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8675, predictive_accuracy: 0.8678, prior_entropy: 1, recall: 0.8678, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.6863,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8679, kappa: 0.7187, kb_relative_information_score: 708932.1193, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8698, prior_entropy: 1, recall: 0.8698, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6832,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8753, kappa: 0.7352, kb_relative_information_score: 722484.5633, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8762, prior_entropy: 1, ram_hours: 0.0045, recall: 0.8762, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.6765, run_cpu_time: 352,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.8775, kappa: 0.7394, kb_relative_information_score: 735640.3984, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.6737,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8775, kappa: 0.7406, kb_relative_information_score: 750737, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6729,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8802, kappa: 0.7453, kb_relative_information_score: 762764, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6888,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7455, kb_relative_information_score: 762974, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 762992, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762718, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6889,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.8779, kappa: 0.7403, kb_relative_information_score: 758162, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.879, predictive_accuracy: 0.8791, prior_entropy: 1, recall: 0.8791, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.6955,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.864, kappa: 0.7108, kb_relative_information_score: 730822, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8651, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.7337,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763010, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.88, kappa: 0.7449, kb_relative_information_score: 762378, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.6894,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762544, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6891,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.88, kappa: 0.745, kb_relative_information_score: 762472, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8843, kappa: 0.7541, kb_relative_information_score: 619554.8674, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8854, prior_entropy: 1, recall: 0.8854, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.318, root_relative_squared_error: 0.6359,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.8847, kappa: 0.7549, kb_relative_information_score: 615123.8432, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.886, predictive_accuracy: 0.8859, prior_entropy: 1, recall: 0.8859, relative_absolute_error: 0.4263, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.6371,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.8833, kappa: 0.7519, kb_relative_information_score: 608274.3845, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8848, predictive_accuracy: 0.8846, prior_entropy: 1, recall: 0.8846, relative_absolute_error: 0.4335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.641,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.8787, kappa: 0.7418, kb_relative_information_score: 597368.1812, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8805, predictive_accuracy: 0.8801, prior_entropy: 1, recall: 0.8801, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.6484,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.8246, kappa: 0.6252, kb_relative_information_score: 413520.6631, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8295, prior_entropy: 1, recall: 0.8295, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3744, root_relative_squared_error: 0.7488,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8802, kappa: 0.7454, kb_relative_information_score: 762922, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6886,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.8752, kappa: 0.7347, kb_relative_information_score: 753138, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8766, predictive_accuracy: 0.8766, prior_entropy: 1, recall: 0.8766, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.7027,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8456, kappa: 0.6718, kb_relative_information_score: 694434, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8465, predictive_accuracy: 0.8472, prior_entropy: 1, recall: 0.8472, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3909, root_relative_squared_error: 0.7817,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762520, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8681, kappa: 0.72, kb_relative_information_score: 623157.0554, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8687, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.6814,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8681, kappa: 0.72, kb_relative_information_score: 652141.9173, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8687, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6718,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8769, kappa: 0.738, kb_relative_information_score: 712729.4985, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.8784, prior_entropy: 1, recall: 0.8784, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3428, root_relative_squared_error: 0.6856,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8766, kappa: 0.7375, kb_relative_information_score: 734900.042, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.8781, prior_entropy: 1, recall: 0.8781, relative_absolute_error: 0.2683, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.6742,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 750903.4163, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6727,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763034, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6884,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8681, kappa: 0.72, kb_relative_information_score: 623157.0554, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8687, predictive_accuracy: 0.8692, prior_entropy: 1, recall: 0.8692, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.6814,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.8683, kappa: 0.7203, kb_relative_information_score: 710531.1295, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8688, predictive_accuracy: 0.8693, prior_entropy: 1, recall: 0.8693, relative_absolute_error: 0.2937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6876,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8766, kappa: 0.7375, kb_relative_information_score: 734073.887, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8785, predictive_accuracy: 0.8781, prior_entropy: 1, recall: 0.8781, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.675,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8775, kappa: 0.7406, kb_relative_information_score: 750735, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.6729,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762696, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6889,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8782, kappa: 0.7411, kb_relative_information_score: 758880, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6944,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.869, kappa: 0.7215, kb_relative_information_score: 740682, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8701, predictive_accuracy: 0.8703, prior_entropy: 1, recall: 0.8703, relative_absolute_error: 0.2593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.7202,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8802, kappa: 0.7454, kb_relative_information_score: 762886, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6886,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.876, kappa: 0.7364, kb_relative_information_score: 754714, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7004,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8467, kappa: 0.6742, kb_relative_information_score: 696662, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8476, predictive_accuracy: 0.8483, prior_entropy: 1, recall: 0.8483, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7789,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, f_measure: 0.5515, kappa: 0.147, kb_relative_information_score: 102748, mean_absolute_error: 0.4486, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6119, predictive_accuracy: 0.5514, prior_entropy: 1, recall: 0.5514, relative_absolute_error: 0.8973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6698, root_relative_squared_error: 1.3396,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.88, kappa: 0.7449, kb_relative_information_score: 762326, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8811, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.6895,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762530, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.88, kappa: 0.745, kb_relative_information_score: 762468, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762498, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8802, kappa: 0.7453, kb_relative_information_score: 762764, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6888,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763008, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763000, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763034, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6884,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8524, kappa: 0.6861, kb_relative_information_score: 583522.8398, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8534, predictive_accuracy: 0.8539, prior_entropy: 1, recall: 0.8539, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6757,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8535, kappa: 0.6886, kb_relative_information_score: 584222.2706, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8544, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6743,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8905, kappa: 0.7672, kb_relative_information_score: 637725.7394, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6246,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.884, kappa: 0.7534, kb_relative_information_score: 623739.2861, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.885, predictive_accuracy: 0.885, prior_entropy: 1, recall: 0.885, relative_absolute_error: 0.4148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.6365,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.8534, kappa: 0.6883, kb_relative_information_score: 584114.5317, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8543, predictive_accuracy: 0.8549, prior_entropy: 1, recall: 0.8549, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.6744,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8536, kappa: 0.6888, kb_relative_information_score: 584211.6496, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8545, predictive_accuracy: 0.8551, prior_entropy: 1, recall: 0.8551, relative_absolute_error: 0.4512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.6743,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.88, kappa: 0.7451, kb_relative_information_score: 619261.6977, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8807, predictive_accuracy: 0.881, prior_entropy: 1, recall: 0.881, relative_absolute_error: 0.4187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.6412,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8716, kappa: 0.7271, kb_relative_information_score: 609978.2997, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8724, predictive_accuracy: 0.8727, prior_entropy: 1, recall: 0.8727, relative_absolute_error: 0.4265, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6514,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.6957, kappa: 0.375, kb_relative_information_score: 220504.2717, mean_absolute_error: 0.4037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.6919, prior_entropy: 1, recall: 0.6919, relative_absolute_error: 0.8073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4498, root_relative_squared_error: 0.8996,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8922, kappa: 0.7711, kb_relative_information_score: 547063.9686, mean_absolute_error: 0.2453, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.8931, prior_entropy: 1, recall: 0.8931, relative_absolute_error: 0.4907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.691,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8946, kappa: 0.7762, kb_relative_information_score: 783121.8354, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8956, predictive_accuracy: 0.8956, prior_entropy: 1, recall: 0.8956, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.6412,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8835, kappa: 0.7524, kb_relative_information_score: 618572.7325, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8847, predictive_accuracy: 0.8847, prior_entropy: 1, recall: 0.8847, relative_absolute_error: 0.4227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6357,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8841, kappa: 0.7537, kb_relative_information_score: 619614.6519, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8852, predictive_accuracy: 0.8852, prior_entropy: 1, recall: 0.8852, relative_absolute_error: 0.4211, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.318, root_relative_squared_error: 0.6361,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.7218, kappa: 0.4073, kb_relative_information_score: 250064.3788, mean_absolute_error: 0.3914, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7214, predictive_accuracy: 0.7259, prior_entropy: 1, recall: 0.7259, relative_absolute_error: 0.7828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.867,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.884, kappa: 0.7536, kb_relative_information_score: 613732.5841, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8851, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.4278, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6375,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6788, kappa: 0.3168, kb_relative_information_score: 365002, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6774, predictive_accuracy: 0.6825, prior_entropy: 1, recall: 0.6825, relative_absolute_error: 0.635, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5635, root_relative_squared_error: 1.1269,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580740.5258, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7974, kappa: 0.5713, kb_relative_information_score: 595792, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.7979, prior_entropy: 1, recall: 0.7979, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8991,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8052, kappa: 0.5877, kb_relative_information_score: 513905.1464, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.8058, prior_entropy: 1, recall: 0.8058, relative_absolute_error: 0.507, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3925, root_relative_squared_error: 0.7851,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 710002, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8199, kappa: 0.6149, kb_relative_information_score: 416324.4799, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7578,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.868, kappa: 0.7202, kb_relative_information_score: 590645.4339, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8687, prior_entropy: 1, recall: 0.8687, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6788,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7986, kappa: 0.5748, kb_relative_information_score: 597244, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7985, predictive_accuracy: 0.7986, prior_entropy: 1, recall: 0.7986, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.8975,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8717, kappa: 0.728, kb_relative_information_score: 600545.6785, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8717, predictive_accuracy: 0.8724, prior_entropy: 1, recall: 0.8724, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.6729,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580737.6933, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.2639, kappa: 0.0175, kb_relative_information_score: 269565.7147, mean_absolute_error: 0.3653, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6281, predictive_accuracy: 0.4038, prior_entropy: 1, recall: 0.4038, relative_absolute_error: 0.7306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.9109,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76298.985, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, recall: 0.6143, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9735,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5338, kappa: 0.0161, kb_relative_information_score: 67582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6828, root_relative_squared_error: 1.3656,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8296, kappa: 0.6374, kb_relative_information_score: 549950.7128, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8305, predictive_accuracy: 0.8315, prior_entropy: 1, recall: 0.8315, relative_absolute_error: 0.4812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8875, kappa: 0.7611, kb_relative_information_score: 642427.4037, mean_absolute_error: 0.1979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.8884, prior_entropy: 1, recall: 0.8884, relative_absolute_error: 0.3958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6306,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580740.5258, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.8114, kappa: 0.5979, kb_relative_information_score: 492428.9521, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.814, predictive_accuracy: 0.8148, prior_entropy: 1, recall: 0.8148, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7481,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 460009.5243, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.5804, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8802, kappa: 0.7454, kb_relative_information_score: 762890, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.6886,

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 SEA(50) (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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