Task
Supervised Data Stream Classification on BNG(segment)

Supervised Data Stream Classification on BNG(segment)

Task 125962 Supervised Data Stream Classification BNG(segment) 99 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4643033/Run_1847191_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642875/Run_1847117_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642770/Run_1847065_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642648/Run_1847005_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642534/Run_1846948_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642384/Run_1846873_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642248/Run_1846805_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
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/4642103/Run_1846733_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(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8487, kappa: 0.8231, kb_relative_information_score: 748833.6534, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8483, prior_entropy: 2.8074, recall: 0.8483, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5628,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.855, kappa: 0.8298, kb_relative_information_score: 799247.9989, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8592, predictive_accuracy: 0.8541, prior_entropy: 2.8074, recall: 0.8541, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5314,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8556, kappa: 0.8304, kb_relative_information_score: 814883.6264, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8598, predictive_accuracy: 0.8546, prior_entropy: 2.8074, recall: 0.8546, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.5312,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.8586, kappa: 0.8339, kb_relative_information_score: 832574.8437, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8624, predictive_accuracy: 0.8577, prior_entropy: 2.8074, recall: 0.8577, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.5274,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8603, kappa: 0.8362, kb_relative_information_score: 836360.6012, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8631, predictive_accuracy: 0.8596, prior_entropy: 2.8074, recall: 0.8596, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.5377,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8518, kappa: 0.8266, kb_relative_information_score: 838127.806, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8553, predictive_accuracy: 0.8514, prior_entropy: 2.8074, recall: 0.8514, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.5491,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 842739.9426, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5562,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852474.1673, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8487, kappa: 0.8231, kb_relative_information_score: 748833.6534, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8483, prior_entropy: 2.8074, recall: 0.8483, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5628,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8508, kappa: 0.8251, kb_relative_information_score: 805286.5629, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8548, predictive_accuracy: 0.8501, prior_entropy: 2.8074, recall: 0.8501, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.5398,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.8546, kappa: 0.8294, kb_relative_information_score: 831593.971, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8585, predictive_accuracy: 0.8538, prior_entropy: 2.8074, recall: 0.8538, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8512, kappa: 0.8258, kb_relative_information_score: 835712.1751, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8541, predictive_accuracy: 0.8507, prior_entropy: 2.8074, recall: 0.8507, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.5387,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.8465, kappa: 0.8204, kb_relative_information_score: 837308.2089, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8502, predictive_accuracy: 0.8461, prior_entropy: 2.8074, recall: 0.8461, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1926, 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(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8426, kappa: 0.8164, kb_relative_information_score: 841945.118, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8457, predictive_accuracy: 0.8426, prior_entropy: 2.8074, recall: 0.8426, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5578,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852420.2064, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852465.5336, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852469.8504, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852419.1272, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8625, kappa: 0.8395, kb_relative_information_score: 851501.7921, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8635, predictive_accuracy: 0.8624, prior_entropy: 2.8074, recall: 0.8624, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.5666,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8374, kappa: 0.81, kb_relative_information_score: 824250.4639, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8397, predictive_accuracy: 0.8372, prior_entropy: 2.8074, recall: 0.8372, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.6164,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852474.1673, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852475.2465, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852489.2763, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5647,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852475.2465, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.8529, kappa: 0.8285, kb_relative_information_score: 819040.0789, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8559, predictive_accuracy: 0.853, prior_entropy: 2.8074, recall: 0.853, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.4934,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.8531, kappa: 0.8287, kb_relative_information_score: 818583.8678, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8564, predictive_accuracy: 0.8532, prior_entropy: 2.8074, recall: 0.8532, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.4924,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8531, kappa: 0.8288, kb_relative_information_score: 817777.6141, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8566, predictive_accuracy: 0.8533, prior_entropy: 2.8074, recall: 0.8533, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.4919,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.853, kappa: 0.8287, kb_relative_information_score: 816765.1097, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8565, predictive_accuracy: 0.8532, prior_entropy: 2.8074, recall: 0.8532, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.4918,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8157, kappa: 0.7812, kb_relative_information_score: 788497.6496, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8305, predictive_accuracy: 0.8124, prior_entropy: 2.8074, recall: 0.8124, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.564,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852441.7908, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.8564, kappa: 0.8323, kb_relative_information_score: 844827.9093, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8577, predictive_accuracy: 0.8562, prior_entropy: 2.8074, recall: 0.8562, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.5792,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8152, kappa: 0.7836, kb_relative_information_score: 799854.7461, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8205, predictive_accuracy: 0.8145, prior_entropy: 2.8074, recall: 0.8145, relative_absolute_error: 0.2164, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.6578,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852463.3751, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.849, kappa: 0.8238, kb_relative_information_score: 755921.2839, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.849, prior_entropy: 2.8074, recall: 0.849, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.5703,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8597, kappa: 0.8357, kb_relative_information_score: 815548.7067, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8621, predictive_accuracy: 0.8592, prior_entropy: 2.8074, recall: 0.8592, relative_absolute_error: 0.2511, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.5295,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8616, kappa: 0.8377, kb_relative_information_score: 837553.0559, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8641, predictive_accuracy: 0.8609, prior_entropy: 2.8074, recall: 0.8609, relative_absolute_error: 0.209, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.5309,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8502, kappa: 0.8245, kb_relative_information_score: 838169.9244, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8542, predictive_accuracy: 0.8496, prior_entropy: 2.8074, recall: 0.8496, relative_absolute_error: 0.2017, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.5483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 842896.0092, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1898, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.5549,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.6576, kappa: 0.598, kb_relative_information_score: 628122.0586, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6613, predictive_accuracy: 0.6554, prior_entropy: 2.8074, recall: 0.6554, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.8967,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852456.8998, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.849, kappa: 0.8238, kb_relative_information_score: 755921.2839, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.849, prior_entropy: 2.8074, recall: 0.849, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.5703,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8511, kappa: 0.8258, kb_relative_information_score: 836963.1843, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8539, predictive_accuracy: 0.8507, prior_entropy: 2.8074, recall: 0.8507, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8461, kappa: 0.8196, kb_relative_information_score: 837309.4932, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8504, predictive_accuracy: 0.8453, prior_entropy: 2.8074, recall: 0.8453, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1924, 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(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8407, kappa: 0.8147, kb_relative_information_score: 842058.5267, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8441, predictive_accuracy: 0.8412, prior_entropy: 2.8074, recall: 0.8412, relative_absolute_error: 0.1908, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.5566,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 852401.8597, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8632, prior_entropy: 2.8074, recall: 0.8632, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8625, kappa: 0.8396, kb_relative_information_score: 851588.1295, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8635, predictive_accuracy: 0.8625, prior_entropy: 2.8074, recall: 0.8625, relative_absolute_error: 0.1604, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.5665,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8415, kappa: 0.8146, kb_relative_information_score: 828533.8793, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8438, predictive_accuracy: 0.8411, prior_entropy: 2.8074, recall: 0.8411, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.6089,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852424.5233, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8568, kappa: 0.8327, kb_relative_information_score: 845272.5471, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8581, predictive_accuracy: 0.8566, prior_entropy: 2.8074, recall: 0.8566, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.5784,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.8182, kappa: 0.7869, kb_relative_information_score: 802858.2091, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8236, predictive_accuracy: 0.8173, prior_entropy: 2.8074, recall: 0.8173, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.6529,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852457.979, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852472.0089, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852457.979, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852446.1076, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 852402.9389, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8632, prior_entropy: 2.8074, recall: 0.8632, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5649,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852448.2661, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 852452.5829, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8634, kappa: 0.8405, kb_relative_information_score: 852456.8998, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8643, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.5648,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.8652, kappa: 0.8425, kb_relative_information_score: 838498.0606, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8663, predictive_accuracy: 0.865, prior_entropy: 2.8074, recall: 0.865, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.865, kappa: 0.8423, kb_relative_information_score: 838630.0622, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8659, predictive_accuracy: 0.8648, prior_entropy: 2.8074, recall: 0.8648, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.8722, kappa: 0.8505, kb_relative_information_score: 847294.445, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8733, predictive_accuracy: 0.8719, prior_entropy: 2.8074, recall: 0.8719, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.161, root_relative_squared_error: 0.4602,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8722, kappa: 0.8505, kb_relative_information_score: 847352.8647, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.8718, prior_entropy: 2.8074, recall: 0.8718, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.161, root_relative_squared_error: 0.46,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8651, kappa: 0.8425, kb_relative_information_score: 838869.2496, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8661, predictive_accuracy: 0.865, prior_entropy: 2.8074, recall: 0.865, relative_absolute_error: 0.2206, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4739,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8651, kappa: 0.8424, kb_relative_information_score: 838658.0425, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8662, predictive_accuracy: 0.8649, prior_entropy: 2.8074, recall: 0.8649, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.4738,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8722, kappa: 0.8505, kb_relative_information_score: 847506.2109, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8733, predictive_accuracy: 0.8719, prior_entropy: 2.8074, recall: 0.8719, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4597,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.8724, kappa: 0.8507, kb_relative_information_score: 847429.649, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8735, predictive_accuracy: 0.8721, prior_entropy: 2.8074, recall: 0.8721, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.4596,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7665, f_measure: 0.2864, kappa: 0.296, kb_relative_information_score: 372785.105, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.323, predictive_accuracy: 0.3966, prior_entropy: 2.8074, recall: 0.3966, relative_absolute_error: 0.749, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8654,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.8553, kappa: 0.8315, kb_relative_information_score: 825841.8343, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8554, predictive_accuracy: 0.8556, prior_entropy: 2.8074, recall: 0.8556, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.4852,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.8573, kappa: 0.8331, kb_relative_information_score: 330905.4086, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8595, predictive_accuracy: 0.8569, prior_entropy: 2.8074, recall: 0.8569, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.8719,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.855, kappa: 0.8303, kb_relative_information_score: 801504.3478, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8579, predictive_accuracy: 0.8545, prior_entropy: 2.8074, recall: 0.8545, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.4967,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.8528, kappa: 0.8284, kb_relative_information_score: 819090.263, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8557, predictive_accuracy: 0.8529, prior_entropy: 2.8074, recall: 0.8529, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.4936,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.2901, kappa: 0.1798, kb_relative_information_score: 268090.3698, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3092, predictive_accuracy: 0.297, prior_entropy: 2.8074, recall: 0.297, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.9267,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.848, kappa: 0.8231, kb_relative_information_score: 807091.6132, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.8483, prior_entropy: 2.8074, recall: 0.8483, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.177, root_relative_squared_error: 0.5057,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6847, f_measure: 0.3398, kappa: 0.2984, kb_relative_information_score: 379854.0826, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3469, predictive_accuracy: 0.3986, prior_entropy: 2.8074, recall: 0.3986, relative_absolute_error: 0.7057, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3714, root_relative_squared_error: 1.0613,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 838693.8531, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8632, prior_entropy: 2.8074, recall: 0.8632, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4808,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.1489, kappa: 0.12, kb_relative_information_score: 186552.5498, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1382, predictive_accuracy: 0.2463, prior_entropy: 2.8074, recall: 0.2463, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4641, root_relative_squared_error: 1.3262,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6318, f_measure: 0.1436, kappa: 0.107, kb_relative_information_score: 181225.4049, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1427, predictive_accuracy: 0.2352, prior_entropy: 2.8074, recall: 0.2352, relative_absolute_error: 0.8971, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4513, root_relative_squared_error: 1.2896,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5365, f_measure: 0.1207, kappa: 0.0731, kb_relative_information_score: 143261.8871, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1416, predictive_accuracy: 0.2061, prior_entropy: 2.8074, recall: 0.2061, relative_absolute_error: 0.9262, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4763, root_relative_squared_error: 1.361,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6269, f_measure: 0.1061, kappa: 0.0553, kb_relative_information_score: 158936.6342, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1435, predictive_accuracy: 0.1909, prior_entropy: 2.8074, recall: 0.1909, relative_absolute_error: 0.9287, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4477, root_relative_squared_error: 1.2795,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.8096, kappa: 0.7797, kb_relative_information_score: 773418.2013, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8148, predictive_accuracy: 0.8111, prior_entropy: 2.8074, recall: 0.8111, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.5608,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.8354, kappa: 0.8086, kb_relative_information_score: 822806.1505, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8361, predictive_accuracy: 0.8359, prior_entropy: 2.8074, recall: 0.8359, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5372,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8165, kappa: 0.7875, kb_relative_information_score: 785942.5727, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8207, predictive_accuracy: 0.8178, prior_entropy: 2.8074, recall: 0.8178, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.548,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8405, kb_relative_information_score: 838711.9839, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8633, prior_entropy: 2.8074, recall: 0.8633, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4807,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.8009, kappa: 0.7662, kb_relative_information_score: 780110.2107, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8091, predictive_accuracy: 0.7996, prior_entropy: 2.8074, recall: 0.7996, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.6273,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.0747, kappa: -0.0004, kb_relative_information_score: 991.2945, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1213, predictive_accuracy: 0.143, prior_entropy: 2.8074, recall: 0.143, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, 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 BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.143, kappa: 0.0001, kb_relative_information_score: 75087.7, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.143, predictive_accuracy: 0.143, prior_entropy: 2.8074, recall: 0.143, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.4141,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7806, kappa: 0.7469, kb_relative_information_score: 746201.2416, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.785, predictive_accuracy: 0.783, prior_entropy: 2.8074, recall: 0.783, relative_absolute_error: 0.3424, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5872,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8649, kappa: 0.8423, kb_relative_information_score: 839182.3436, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8658, predictive_accuracy: 0.8648, prior_entropy: 2.8074, recall: 0.8648, relative_absolute_error: 0.2185, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4787,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 838693.8531, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8632, prior_entropy: 2.8074, recall: 0.8632, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4808,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9028, f_measure: 0.5375, kappa: 0.5016, kb_relative_information_score: 553225.6319, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5497, predictive_accuracy: 0.5728, prior_entropy: 2.8074, recall: 0.5728, relative_absolute_error: 0.5402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7468,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.8072, kappa: 0.774, kb_relative_information_score: 794180.3632, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8191, predictive_accuracy: 0.8063, prior_entropy: 2.8074, recall: 0.8063, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5659,

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(segment) (2)
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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