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Supervised Data Stream Classification on BNG(satimage)

Supervised Data Stream Classification on BNG(satimage)

Task 6706 Supervised Data Stream Classification BNG(satimage) 292 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 BNG(satimage)
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/4643025/Run_1847187_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 BNG(satimage)
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/4642870/Run_1847115_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 BNG(satimage)
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/4642756/Run_1847058_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 BNG(satimage)
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/4642616/Run_1846989_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 BNG(satimage)
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/4642506/Run_1846934_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 BNG(satimage)
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/4642354/Run_1846858_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 BNG(satimage)
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/4642216/Run_1846789_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 BNG(satimage)
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/4642081/Run_1846722_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8296, kappa: 0.7945, kb_relative_information_score: 740164.6616, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8335, predictive_accuracy: 0.8343, prior_entropy: 2.585, recall: 0.8343, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5637,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8359, kappa: 0.8002, kb_relative_information_score: 771264.8681, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8379, predictive_accuracy: 0.8388, prior_entropy: 2.585, recall: 0.8388, relative_absolute_error: 0.3082, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.5432,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8366, kappa: 0.8004, kb_relative_information_score: 791937.2002, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8383, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.5424,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.838, kappa: 0.8018, kb_relative_information_score: 810799.4791, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8395, predictive_accuracy: 0.84, prior_entropy: 2.585, recall: 0.84, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.5401,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8361, kappa: 0.8003, kb_relative_information_score: 817556.6177, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5452,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8334, kappa: 0.7988, kb_relative_information_score: 822706.6051, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8334, predictive_accuracy: 0.838, prior_entropy: 2.585, recall: 0.838, relative_absolute_error: 0.2235, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5505,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 822161.7214, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.5757,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808485.1296, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8296, kappa: 0.7945, kb_relative_information_score: 740164.6616, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8335, predictive_accuracy: 0.8343, prior_entropy: 2.585, recall: 0.8343, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5637,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8308, kappa: 0.7947, kb_relative_information_score: 784792.9726, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8341, predictive_accuracy: 0.8346, prior_entropy: 2.585, recall: 0.8346, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.548,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8345, kappa: 0.7979, kb_relative_information_score: 810195.3123, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.837, prior_entropy: 2.585, recall: 0.837, relative_absolute_error: 0.243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.5409,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8337, kappa: 0.7956, kb_relative_information_score: 817226.3997, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.838, predictive_accuracy: 0.8348, prior_entropy: 2.585, recall: 0.8348, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.5457,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8238, kappa: 0.7884, kb_relative_information_score: 822560.0699, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8286, predictive_accuracy: 0.8299, prior_entropy: 2.585, recall: 0.8299, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.5507,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8124, kappa: 0.7713, kb_relative_information_score: 822067.7354, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8155, prior_entropy: 2.585, recall: 0.8155, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5758,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8239, kappa: 0.7849, kb_relative_information_score: 808432.2453, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8261, prior_entropy: 2.585, recall: 0.8261, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.646,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808486.2314, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808529.1998, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6458,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8247, kappa: 0.7858, kb_relative_information_score: 809153.8953, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6448,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8166, kappa: 0.7767, kb_relative_information_score: 801482.371, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8159, predictive_accuracy: 0.8198, prior_entropy: 2.585, recall: 0.8198, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.6576,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.8035, kappa: 0.7605, kb_relative_information_score: 787040.5586, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8025, predictive_accuracy: 0.8067, prior_entropy: 2.585, recall: 0.8067, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.6811,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808485.1296, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8227, kappa: 0.7835, kb_relative_information_score: 807269.8932, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8218, predictive_accuracy: 0.8251, prior_entropy: 2.585, recall: 0.8251, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6479,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8225, kappa: 0.7834, kb_relative_information_score: 807177.3457, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8217, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8226, kappa: 0.7834, kb_relative_information_score: 807156.4124, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8217, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8217, kappa: 0.7856, kb_relative_information_score: 748125.657, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8211, predictive_accuracy: 0.8276, prior_entropy: 2.585, recall: 0.8276, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.204, root_relative_squared_error: 0.5474,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.8294, kappa: 0.7948, kb_relative_information_score: 750071.5897, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8292, predictive_accuracy: 0.835, prior_entropy: 2.585, recall: 0.835, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.5375,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.8331, kappa: 0.7994, kb_relative_information_score: 750209.2474, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.833, predictive_accuracy: 0.8387, prior_entropy: 2.585, recall: 0.8387, relative_absolute_error: 0.3444, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.5329,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.7932, kappa: 0.7376, kb_relative_information_score: 768729.3223, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8086, predictive_accuracy: 0.7855, prior_entropy: 2.585, recall: 0.7855, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.669,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.835, kappa: 0.8017, kb_relative_information_score: 749402.5724, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.835, predictive_accuracy: 0.8406, prior_entropy: 2.585, recall: 0.8406, relative_absolute_error: 0.3467, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.5311,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8247, kappa: 0.7858, kb_relative_information_score: 809178.1339, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6447,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8114, kappa: 0.7704, kb_relative_information_score: 795957.0667, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8106, predictive_accuracy: 0.8148, prior_entropy: 2.585, recall: 0.8148, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2485, root_relative_squared_error: 0.6667,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.7969, kappa: 0.7504, kb_relative_information_score: 777587.4956, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7963, predictive_accuracy: 0.7981, prior_entropy: 2.585, recall: 0.7981, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.6961,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8226, kappa: 0.7834, kb_relative_information_score: 807161.9211, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8217, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747683.0875, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8378, predictive_accuracy: 0.8346, prior_entropy: 2.585, recall: 0.8346, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8365, kappa: 0.8009, kb_relative_information_score: 787452.1314, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8385, predictive_accuracy: 0.8394, prior_entropy: 2.585, recall: 0.8394, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5433,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5574, f_measure: 0.2741, kappa: 0.1166, kb_relative_information_score: 241418.1337, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.363, predictive_accuracy: 0.3115, prior_entropy: 2.585, recall: 0.3115, relative_absolute_error: 0.8262, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4791, root_relative_squared_error: 1.2855,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8365, kappa: 0.8004, kb_relative_information_score: 817579.6308, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8384, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8332, kappa: 0.7981, kb_relative_information_score: 822508.581, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.8374, prior_entropy: 2.585, recall: 0.8374, relative_absolute_error: 0.2241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 821648.7637, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5757,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 807083.6965, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747683.0875, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8378, predictive_accuracy: 0.8346, prior_entropy: 2.585, recall: 0.8346, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.834, kappa: 0.7955, kb_relative_information_score: 817264.0537, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8346, prior_entropy: 2.585, recall: 0.8346, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.5456,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8237, kappa: 0.7878, kb_relative_information_score: 822375.2108, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8288, predictive_accuracy: 0.8295, prior_entropy: 2.585, recall: 0.8295, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.205, root_relative_squared_error: 0.5501,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8108, kappa: 0.7691, kb_relative_information_score: 821566.9311, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8203, predictive_accuracy: 0.8136, prior_entropy: 2.585, recall: 0.8136, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5759,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8241, kappa: 0.7844, kb_relative_information_score: 807722.7147, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8255, prior_entropy: 2.585, recall: 0.8255, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.6472,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8161, kappa: 0.7757, kb_relative_information_score: 800466.5524, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8156, predictive_accuracy: 0.8189, prior_entropy: 2.585, recall: 0.8189, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.6593,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8082, kappa: 0.7656, kb_relative_information_score: 791483.939, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8076, predictive_accuracy: 0.8107, prior_entropy: 2.585, recall: 0.8107, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.674,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8241, kappa: 0.7844, kb_relative_information_score: 807764.5815, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8255, prior_entropy: 2.585, recall: 0.8255, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.6471,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8115, kappa: 0.7702, kb_relative_information_score: 795641.9646, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8109, predictive_accuracy: 0.8145, prior_entropy: 2.585, recall: 0.8145, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.6672,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.8006, kappa: 0.7543, kb_relative_information_score: 780979.8011, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8005, predictive_accuracy: 0.8012, prior_entropy: 2.585, recall: 0.8012, relative_absolute_error: 0.2386, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.6907,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8217, kappa: 0.7819, kb_relative_information_score: 805692.1792, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8236, prior_entropy: 2.585, recall: 0.8236, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.6506,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8217, kappa: 0.7819, kb_relative_information_score: 805734.0459, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8218, kappa: 0.7819, kb_relative_information_score: 805765.9968, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8218, kappa: 0.7819, kb_relative_information_score: 805715.316, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6506,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8233, kappa: 0.7836, kb_relative_information_score: 807150.9036, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 807055.0508, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8233, kappa: 0.7836, kb_relative_information_score: 807120.0544, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6482,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 807083.6965, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8407, kappa: 0.8042, kb_relative_information_score: 807430.7573, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8411, predictive_accuracy: 0.8412, prior_entropy: 2.585, recall: 0.8412, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5273,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.8426, kappa: 0.8066, kb_relative_information_score: 808123.3452, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8428, predictive_accuracy: 0.8432, prior_entropy: 2.585, recall: 0.8432, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5215,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.865, kappa: 0.8357, kb_relative_information_score: 825354.4444, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8671, prior_entropy: 2.585, recall: 0.8671, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.477,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8677, kappa: 0.8389, kb_relative_information_score: 826178.8508, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8696, prior_entropy: 2.585, recall: 0.8696, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.4715,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8438, kappa: 0.808, kb_relative_information_score: 808779.8538, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8441, predictive_accuracy: 0.8443, prior_entropy: 2.585, recall: 0.8443, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5192,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.8441, kappa: 0.8085, kb_relative_information_score: 809009.4689, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8443, predictive_accuracy: 0.8448, prior_entropy: 2.585, recall: 0.8448, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.5173,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8673, kappa: 0.8384, kb_relative_information_score: 826472.6417, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8665, predictive_accuracy: 0.8693, prior_entropy: 2.585, recall: 0.8693, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.4712,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8677, kappa: 0.839, kb_relative_information_score: 826637.199, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8698, prior_entropy: 2.585, recall: 0.8698, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.4707,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.2615, kappa: 0.241, kb_relative_information_score: 255136.1478, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.266, predictive_accuracy: 0.4139, prior_entropy: 2.585, recall: 0.4139, relative_absolute_error: 0.866, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.9263,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.8312, kappa: 0.7971, kb_relative_information_score: 798239.6509, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8287, predictive_accuracy: 0.8364, prior_entropy: 2.585, recall: 0.8364, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.5161,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.8361, kappa: 0.8008, kb_relative_information_score: 352062.4447, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8393, prior_entropy: 2.585, recall: 0.8393, relative_absolute_error: 0.8218, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8534,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8125, kappa: 0.7786, kb_relative_information_score: 714505.1397, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8173, predictive_accuracy: 0.8229, prior_entropy: 2.585, recall: 0.8229, relative_absolute_error: 0.3974, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.5643,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.8211, kappa: 0.7846, kb_relative_information_score: 747723.0865, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8203, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.5487,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7196, f_measure: 0.2848, kappa: 0.2511, kb_relative_information_score: 276100.6042, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2853, predictive_accuracy: 0.4217, prior_entropy: 2.585, recall: 0.4217, relative_absolute_error: 0.8439, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.9184,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7884, kappa: 0.7503, kb_relative_information_score: 698929.5688, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7925, predictive_accuracy: 0.8002, prior_entropy: 2.585, recall: 0.8002, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5857,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.4639, kappa: 0.3804, kb_relative_information_score: 462294.7301, mean_absolute_error: 0.1821, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4738, predictive_accuracy: 0.5049, prior_entropy: 2.585, recall: 0.5049, relative_absolute_error: 0.6557, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.8875,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8222, kappa: 0.7814, kb_relative_information_score: 794473.5996, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8225, predictive_accuracy: 0.8227, prior_entropy: 2.585, recall: 0.8227, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6198, f_measure: 0.2483, kappa: 0.2156, kb_relative_information_score: 256470.3187, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.239, predictive_accuracy: 0.3251, prior_entropy: 2.585, recall: 0.3251, relative_absolute_error: 0.8098, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4743, root_relative_squared_error: 1.2727,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6241, f_measure: 0.2493, kappa: 0.2165, kb_relative_information_score: 255341.7914, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2407, predictive_accuracy: 0.3258, prior_entropy: 2.585, recall: 0.3258, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4691, root_relative_squared_error: 1.2587,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, f_measure: 0.2498, kappa: 0.2173, kb_relative_information_score: 258147.1907, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2402, predictive_accuracy: 0.3267, prior_entropy: 2.585, recall: 0.3267, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4738, root_relative_squared_error: 1.2712,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.2479, kappa: 0.214, kb_relative_information_score: 244957.5536, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2372, predictive_accuracy: 0.3241, prior_entropy: 2.585, recall: 0.3241, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4614, root_relative_squared_error: 1.2381,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.8099, kappa: 0.7675, kb_relative_information_score: 788124.4422, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8239, predictive_accuracy: 0.8131, prior_entropy: 2.585, recall: 0.8131, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.5621,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.799, kappa: 0.7515, kb_relative_information_score: 779317.2519, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8049, predictive_accuracy: 0.7997, prior_entropy: 2.585, recall: 0.7997, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.6933,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8151, kappa: 0.7734, kb_relative_information_score: 793579.9324, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8279, predictive_accuracy: 0.8177, prior_entropy: 2.585, recall: 0.8177, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5558,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 793407.5406, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.5954,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.7849, kappa: 0.7547, kb_relative_information_score: 780871.8603, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7827, predictive_accuracy: 0.8038, prior_entropy: 2.585, recall: 0.8038, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.666,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.0991, kappa: -0, kb_relative_information_score: 107443.978, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1365, predictive_accuracy: 0.2383, prior_entropy: 2.585, recall: 0.2383, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9861,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.19, kappa: 0.0004, kb_relative_information_score: 107584.5759, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.19, predictive_accuracy: 0.19, prior_entropy: 2.585, recall: 0.19, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.3943,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.7554, kappa: 0.7056, kb_relative_information_score: 705675.3157, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7527, predictive_accuracy: 0.7632, prior_entropy: 2.585, recall: 0.7632, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.6374,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8238, kappa: 0.784, kb_relative_information_score: 794617.7453, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8251, prior_entropy: 2.585, recall: 0.8251, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2211, root_relative_squared_error: 0.5932,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8222, kappa: 0.7814, kb_relative_information_score: 794473.5996, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8225, predictive_accuracy: 0.8227, prior_entropy: 2.585, recall: 0.8227, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.558, kappa: 0.4985, kb_relative_information_score: 516665.9383, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5769, predictive_accuracy: 0.6007, prior_entropy: 2.585, recall: 0.6007, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.7801,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 765008.486, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.6893,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8233, kappa: 0.7836, kb_relative_information_score: 807120.0544, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6482,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(satimage) (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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