Task
Supervised Data Stream Classification on LED(50000)

Supervised Data Stream Classification on LED(50000)

Task 192 Supervised Data Stream Classification LED(50000) 287 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642925/Run_1847138_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642800/Run_1847080_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642676/Run_1847019_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642566/Run_1846964_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642424/Run_1846893_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642280/Run_1846821_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4642139/Run_1846751_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set LED(50000)
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/4641902/Run_1846633_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 LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6882, kappa: 0.6577, kb_relative_information_score: 612020.6519, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.692, prior_entropy: 3.3219, recall: 0.692, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7403,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7205, kappa: 0.6907, kb_relative_information_score: 675249.5192, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7203, predictive_accuracy: 0.7217, prior_entropy: 3.3219, recall: 0.7217, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.7019,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.7207, kappa: 0.6909, kb_relative_information_score: 685396.1193, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7205, predictive_accuracy: 0.7218, prior_entropy: 3.3219, recall: 0.7218, relative_absolute_error: 0.4341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.7031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.7232, kappa: 0.6936, kb_relative_information_score: 702200.8345, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.723, predictive_accuracy: 0.7242, prior_entropy: 3.3219, recall: 0.7242, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.7036,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.729, kappa: 0.6995, kb_relative_information_score: 718659.9181, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7287, predictive_accuracy: 0.7295, prior_entropy: 3.3219, recall: 0.7295, relative_absolute_error: 0.3673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7083,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7334, kappa: 0.7042, kb_relative_information_score: 733305.0145, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7332, predictive_accuracy: 0.7338, prior_entropy: 3.3219, recall: 0.7338, relative_absolute_error: 0.3297, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.7148,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.7344, kappa: 0.7053, kb_relative_information_score: 734847.1654, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.308, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7316,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7344, kappa: 0.7053, kb_relative_information_score: 722636.8781, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6882, kappa: 0.6577, kb_relative_information_score: 612020.6519, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.692, prior_entropy: 3.3219, recall: 0.692, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7403,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.6939, kappa: 0.6638, kb_relative_information_score: 656935.2435, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6966, predictive_accuracy: 0.6974, prior_entropy: 3.3219, recall: 0.6974, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7262,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.7066, kappa: 0.677, kb_relative_information_score: 687880.6717, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7075, predictive_accuracy: 0.7093, prior_entropy: 3.3219, recall: 0.7093, relative_absolute_error: 0.4281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.7169,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.7137, kappa: 0.6843, kb_relative_information_score: 711380.4433, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7142, predictive_accuracy: 0.7159, prior_entropy: 3.3219, recall: 0.7159, relative_absolute_error: 0.3807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.7158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.7285, kappa: 0.6994, kb_relative_information_score: 731940.759, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7282, predictive_accuracy: 0.7295, prior_entropy: 3.3219, recall: 0.7295, relative_absolute_error: 0.3321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.215, root_relative_squared_error: 0.7166,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.7203, kappa: 0.6919, kb_relative_information_score: 734398.5158, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7217, predictive_accuracy: 0.7228, prior_entropy: 3.3219, recall: 0.7228, relative_absolute_error: 0.3086, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.7324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722426.6808, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.768,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722595.0478, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7347, prior_entropy: 3.3219, recall: 0.7347, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7678,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7344, kappa: 0.7053, kb_relative_information_score: 722654.6559, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722421.452, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.768,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.7329, kappa: 0.7037, kb_relative_information_score: 721107.9806, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7328, predictive_accuracy: 0.7333, prior_entropy: 3.3219, recall: 0.7333, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.231, root_relative_squared_error: 0.7698,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.7167, kappa: 0.6857, kb_relative_information_score: 704183.4414, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7164, predictive_accuracy: 0.7171, prior_entropy: 3.3219, recall: 0.7171, relative_absolute_error: 0.3143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.7928,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7344, kappa: 0.7053, kb_relative_information_score: 722636.8781, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7342, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7341, kappa: 0.7051, kb_relative_information_score: 722417.269, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.768,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7052, kb_relative_information_score: 722494.655, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.7366, kappa: 0.7069, kb_relative_information_score: 695484.3879, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.738, predictive_accuracy: 0.7362, prior_entropy: 3.3219, recall: 0.7362, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.6514,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.7342, kappa: 0.704, kb_relative_information_score: 692402.4209, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7359, predictive_accuracy: 0.7336, prior_entropy: 3.3219, recall: 0.7336, relative_absolute_error: 0.4306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.6518,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.7295, kappa: 0.6986, kb_relative_information_score: 685412.6526, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7316, predictive_accuracy: 0.7288, prior_entropy: 3.3219, recall: 0.7288, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.6565,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7052, kb_relative_information_score: 722510.3414, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7347, prior_entropy: 3.3219, recall: 0.7347, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.7203, kappa: 0.6883, kb_relative_information_score: 672040.1077, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7226, predictive_accuracy: 0.7195, prior_entropy: 3.3219, recall: 0.7195, relative_absolute_error: 0.4604, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6677,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.7193, kappa: 0.6884, kb_relative_information_score: 671315.9483, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7201, predictive_accuracy: 0.7196, prior_entropy: 3.3219, recall: 0.7196, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.6678,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7341, kappa: 0.705, kb_relative_information_score: 722306.4187, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7339, predictive_accuracy: 0.7345, prior_entropy: 3.3219, recall: 0.7345, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7682,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.7321, kappa: 0.7028, kb_relative_information_score: 720290.1982, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.732, predictive_accuracy: 0.7325, prior_entropy: 3.3219, recall: 0.7325, relative_absolute_error: 0.2972, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.771,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.7067, kappa: 0.675, kb_relative_information_score: 694101.2934, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7075, prior_entropy: 3.3219, recall: 0.7075, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.8062,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722478.9687, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7024, kappa: 0.6722, kb_relative_information_score: 643827.1652, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.705, prior_entropy: 3.3219, recall: 0.705, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.7251, kappa: 0.6954, kb_relative_information_score: 701891.4191, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7247, predictive_accuracy: 0.7259, prior_entropy: 3.3219, recall: 0.7259, relative_absolute_error: 0.3992, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.7065,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.7254, kappa: 0.6958, kb_relative_information_score: 715147.0777, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7251, predictive_accuracy: 0.7262, prior_entropy: 3.3219, recall: 0.7262, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.712,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7325, kappa: 0.7034, kb_relative_information_score: 730758.6024, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.7331, prior_entropy: 3.3219, recall: 0.7331, relative_absolute_error: 0.3348, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.716,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8746, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 732051.9033, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.3141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.22, root_relative_squared_error: 0.7332,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722624.329, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7024, kappa: 0.6722, kb_relative_information_score: 643827.1652, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7037, predictive_accuracy: 0.705, prior_entropy: 3.3219, recall: 0.705, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7317,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.7056, kappa: 0.6756, kb_relative_information_score: 706853.9568, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7081, prior_entropy: 3.3219, recall: 0.7081, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7208,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.7258, kappa: 0.6967, kb_relative_information_score: 729304.5215, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7255, predictive_accuracy: 0.727, prior_entropy: 3.3219, recall: 0.727, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.7178,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.7133, kappa: 0.685, kb_relative_information_score: 731328.0519, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7157, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.7344,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.734, kappa: 0.705, kb_relative_information_score: 722320.0135, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7338, predictive_accuracy: 0.7345, prior_entropy: 3.3219, recall: 0.7345, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7682,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.733, kappa: 0.7039, kb_relative_information_score: 721278.4391, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7328, predictive_accuracy: 0.7335, prior_entropy: 3.3219, recall: 0.7335, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.7696,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.7159, kappa: 0.685, kb_relative_information_score: 703528.7972, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.7165, prior_entropy: 3.3219, recall: 0.7165, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7937,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.7339, kappa: 0.7049, kb_relative_information_score: 722220.6666, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7337, predictive_accuracy: 0.7344, prior_entropy: 3.3219, recall: 0.7344, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7683,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.7319, kappa: 0.7027, kb_relative_information_score: 720154.2498, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7317, predictive_accuracy: 0.7324, prior_entropy: 3.3219, recall: 0.7324, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.7711,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7091, kappa: 0.6776, kb_relative_information_score: 696607.9741, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7087, predictive_accuracy: 0.7099, prior_entropy: 3.3219, recall: 0.7099, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.8029,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.1695, kappa: 0.0772, kb_relative_information_score: 131458.6653, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1696, predictive_accuracy: 0.1695, prior_entropy: 3.3219, recall: 0.1695, relative_absolute_error: 0.9228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.3585,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7052, kb_relative_information_score: 722493.6093, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7339, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7344, kappa: 0.7054, kb_relative_information_score: 722681.8456, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2946, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722649.4271, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722605.5053, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7347, prior_entropy: 3.3219, recall: 0.7347, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7678,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7342, kappa: 0.7051, kb_relative_information_score: 722474.7856, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.734, predictive_accuracy: 0.7346, prior_entropy: 3.3219, recall: 0.7346, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.7679,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722643.1526, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722637.9238, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, f_measure: 0.7343, kappa: 0.7053, kb_relative_information_score: 722624.329, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7341, predictive_accuracy: 0.7348, prior_entropy: 3.3219, recall: 0.7348, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.7677,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.6949, kappa: 0.661, kb_relative_information_score: 648667.779, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6954, predictive_accuracy: 0.6949, prior_entropy: 3.3219, recall: 0.6949, relative_absolute_error: 0.4853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6968,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.6935, kappa: 0.6594, kb_relative_information_score: 646110.671, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.694, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.4878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7405, kappa: 0.7103, kb_relative_information_score: 697185.0709, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7429, predictive_accuracy: 0.7393, prior_entropy: 3.3219, recall: 0.7393, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.194, root_relative_squared_error: 0.6468,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.7407, kappa: 0.7105, kb_relative_information_score: 697440.1185, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7435, predictive_accuracy: 0.7394, prior_entropy: 3.3219, recall: 0.7394, relative_absolute_error: 0.4257, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.6456,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.6938, kappa: 0.6597, kb_relative_information_score: 646626.7362, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.6937, prior_entropy: 3.3219, recall: 0.6937, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6986,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.6943, kappa: 0.6603, kb_relative_information_score: 647072.3652, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6949, predictive_accuracy: 0.6942, prior_entropy: 3.3219, recall: 0.6942, relative_absolute_error: 0.4874, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.6977,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.7408, kappa: 0.7105, kb_relative_information_score: 697940.3112, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7439, predictive_accuracy: 0.7394, prior_entropy: 3.3219, recall: 0.7394, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6448,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.7411, kappa: 0.7108, kb_relative_information_score: 698987.2444, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7444, predictive_accuracy: 0.7397, prior_entropy: 3.3219, recall: 0.7397, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.6441,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.1061, kappa: 0.0796, kb_relative_information_score: 188952.338, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1813, predictive_accuracy: 0.172, prior_entropy: 3.3219, recall: 0.172, relative_absolute_error: 0.9402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.9736,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.736, kappa: 0.7075, kb_relative_information_score: 706040.7998, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7357, predictive_accuracy: 0.7367, prior_entropy: 3.3219, recall: 0.7367, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.6471,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.7376, kappa: 0.7079, kb_relative_information_score: 269455.3451, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7385, predictive_accuracy: 0.7371, prior_entropy: 3.3219, recall: 0.7371, relative_absolute_error: 0.903, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.9195,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.7388, kappa: 0.7069, kb_relative_information_score: 665316.7259, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7464, predictive_accuracy: 0.7362, prior_entropy: 3.3219, recall: 0.7362, relative_absolute_error: 0.4705, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.6582,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.7367, kappa: 0.7071, kb_relative_information_score: 695638.7994, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.738, predictive_accuracy: 0.7364, prior_entropy: 3.3219, recall: 0.7364, relative_absolute_error: 0.4245, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.6516,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.781, f_measure: 0.2581, kappa: 0.1925, kb_relative_information_score: 219046.5182, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2706, predictive_accuracy: 0.2734, prior_entropy: 3.3219, recall: 0.2734, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9559,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.7367, kappa: 0.7061, kb_relative_information_score: 684731.6613, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7388, predictive_accuracy: 0.7355, prior_entropy: 3.3219, recall: 0.7355, relative_absolute_error: 0.445, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.6527,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.1805, kappa: 0.0894, kb_relative_information_score: 142981.4812, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1827, predictive_accuracy: 0.1805, prior_entropy: 3.3219, recall: 0.1805, relative_absolute_error: 0.9106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3991, root_relative_squared_error: 1.3302,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.0935, kappa: 0.0766, kb_relative_information_score: 130891.8647, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0893, predictive_accuracy: 0.1689, prior_entropy: 3.3219, recall: 0.1689, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4077, root_relative_squared_error: 1.359,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5502, f_measure: 0.094, kappa: 0.0769, kb_relative_information_score: 134244.2556, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0908, predictive_accuracy: 0.1691, prior_entropy: 3.3219, recall: 0.1691, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4009, root_relative_squared_error: 1.3362,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.05, kappa: 0.0215, kb_relative_information_score: 79005.5611, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0928, predictive_accuracy: 0.1193, prior_entropy: 3.3219, recall: 0.1193, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.399,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.0346, kappa: 0.01, kb_relative_information_score: 94127.6079, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0832, predictive_accuracy: 0.109, prior_entropy: 3.3219, recall: 0.109, relative_absolute_error: 0.9831, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3991, root_relative_squared_error: 1.3302,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.6387, kappa: 0.6019, kb_relative_information_score: 497453.1623, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6381, predictive_accuracy: 0.6417, prior_entropy: 3.3219, recall: 0.6417, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.7994,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.4866, kappa: 0.4337, kb_relative_information_score: 485211.6027, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4873, predictive_accuracy: 0.4903, prior_entropy: 3.3219, recall: 0.4903, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.9876,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.6567, kappa: 0.6214, kb_relative_information_score: 516117.6639, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6561, predictive_accuracy: 0.6593, prior_entropy: 3.3219, recall: 0.6593, relative_absolute_error: 0.6932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7859,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.704, kappa: 0.6711, kb_relative_information_score: 650573.6697, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7045, predictive_accuracy: 0.704, prior_entropy: 3.3219, recall: 0.704, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6987,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.7326, kappa: 0.7035, kb_relative_information_score: 730643.3499, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.7331, prior_entropy: 3.3219, recall: 0.7331, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7124,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.0345, kappa: -0.0006, kb_relative_information_score: 1177.929, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0583, predictive_accuracy: 0.1002, prior_entropy: 3.3219, recall: 0.1002, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.1003, kappa: 0.0004, kb_relative_information_score: 59181.1363, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1003, predictive_accuracy: 0.1003, prior_entropy: 3.3219, recall: 0.1003, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.366, kappa: 0.3062, kb_relative_information_score: 373386.3571, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3702, predictive_accuracy: 0.3756, prior_entropy: 3.3219, recall: 0.3756, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.9003,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7356, kappa: 0.7059, kb_relative_information_score: 691682.5264, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7365, predictive_accuracy: 0.7353, prior_entropy: 3.3219, recall: 0.7353, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.197, root_relative_squared_error: 0.6567,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.3482, kappa: 0.3245, kb_relative_information_score: 385997.5091, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.3766, predictive_accuracy: 0.3922, prior_entropy: 3.3219, recall: 0.3922, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.8804,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.5354, kappa: 0.4885, kb_relative_information_score: 520929.4017, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5355, predictive_accuracy: 0.5396, prior_entropy: 3.3219, recall: 0.5396, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.8094,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.7339, kappa: 0.7049, kb_relative_information_score: 722220.6666, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7337, predictive_accuracy: 0.7344, prior_entropy: 3.3219, recall: 0.7344, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7683,

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 LED(50000) (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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