OpenML
Supervised Data Stream Classification on covertype

Supervised Data Stream Classification on covertype

Task 189 Supervised Data Stream Classification covertype 290 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.9147, kappa: 0.8632, kb_relative_information_score: 527872.3958, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9146, predictive_accuracy: 0.9153, prior_entropy: 2.8074, recall: 0.9153, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.4447,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.9083, kappa: 0.8526, kb_relative_information_score: 523557.6831, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9084, predictive_accuracy: 0.9084, prior_entropy: 2.8074, recall: 0.9084, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.4624,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.92, kappa: 0.8704, kb_relative_information_score: 530232.6451, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.4347,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9208, kappa: 0.8732, kb_relative_information_score: 531656.1333, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9207, predictive_accuracy: 0.9213, prior_entropy: 2.8074, recall: 0.9213, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4286,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9215, kappa: 0.8744, kb_relative_information_score: 532115.8801, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9215, predictive_accuracy: 0.922, prior_entropy: 2.8074, recall: 0.922, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.4266,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9216, kappa: 0.8745, kb_relative_information_score: 532182.7916, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9216, predictive_accuracy: 0.9221, prior_entropy: 2.8074, recall: 0.9221, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4263,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532237.8317, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9216, kappa: 0.8745, kb_relative_information_score: 532183.8708, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9216, predictive_accuracy: 0.9221, prior_entropy: 2.8074, recall: 0.9221, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4263,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532247.5447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532261.5745, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4259,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532247.5447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9213, kappa: 0.8738, kb_relative_information_score: 531933.4923, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9212, predictive_accuracy: 0.9217, prior_entropy: 2.8074, recall: 0.9217, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.4274,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9226, kappa: 0.8759, kb_relative_information_score: 532755.8562, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9225, predictive_accuracy: 0.923, prior_entropy: 2.8074, recall: 0.923, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4238,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.922, kappa: 0.8751, kb_relative_information_score: 532406.1897, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9225, prior_entropy: 2.8074, recall: 0.9225, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.4253,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.922, kappa: 0.8751, kb_relative_information_score: 532406.1897, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9225, prior_entropy: 2.8074, recall: 0.9225, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.4253,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9551, kappa: 0.9279, kb_relative_information_score: 552857.3666, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 2.8074, recall: 0.9551, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3237,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532258.3368, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4259,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8491, kappa: 0.7579, kb_relative_information_score: 486572.8898, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8506, predictive_accuracy: 0.8494, prior_entropy: 2.8074, recall: 0.8494, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.5928,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.9185, kappa: 0.8695, kb_relative_information_score: 530199.1893, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9185, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4348,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.8311, kappa: 0.7289, kb_relative_information_score: 475727.8304, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8313, predictive_accuracy: 0.8321, prior_entropy: 2.8074, recall: 0.8321, relative_absolute_error: 0.1959, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.219, root_relative_squared_error: 0.6259,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8472, kappa: 0.7561, kb_relative_information_score: 487367.1941, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8483, predictive_accuracy: 0.8507, prior_entropy: 2.8074, recall: 0.8507, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.881, f_measure: 0.8529, kappa: 0.7653, kb_relative_information_score: 490564.9164, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8539, predictive_accuracy: 0.8558, prior_entropy: 2.8074, recall: 0.8558, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.203, root_relative_squared_error: 0.5801,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.729, kappa: 0.5642, kb_relative_information_score: 415462.1512, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7303, predictive_accuracy: 0.736, prior_entropy: 2.8074, recall: 0.736, relative_absolute_error: 0.308, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.7849,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.7539, kappa: 0.6064, kb_relative_information_score: 430112.5325, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7545, predictive_accuracy: 0.7593, prior_entropy: 2.8074, recall: 0.7593, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.7494,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.849, kappa: 0.7591, kb_relative_information_score: 488324.4603, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.85, predictive_accuracy: 0.8522, prior_entropy: 2.8074, recall: 0.8522, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5873,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.8148, kappa: 0.7041, kb_relative_information_score: 467025.0182, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8153, predictive_accuracy: 0.8182, prior_entropy: 2.8074, recall: 0.8182, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.6513,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.6354, kappa: 0.4186, kb_relative_information_score: 355236.403, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6643, predictive_accuracy: 0.6399, prior_entropy: 2.8074, recall: 0.6399, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9166,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9534, kappa: 0.925, kb_relative_information_score: 551701.5244, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9536, predictive_accuracy: 0.9533, prior_entropy: 2.8074, recall: 0.9533, relative_absolute_error: 0.0545, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.3303,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.6713, kappa: 0.4706, kb_relative_information_score: 376820.7586, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6744, predictive_accuracy: 0.6744, prior_entropy: 2.8074, recall: 0.6744, relative_absolute_error: 0.3799, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.305, root_relative_squared_error: 0.8717,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.821, kappa: 0.7137, kb_relative_information_score: 468025.4531, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8238, predictive_accuracy: 0.8198, prior_entropy: 2.8074, recall: 0.8198, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.6484,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.8023, kappa: 0.6831, kb_relative_information_score: 457887.2813, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8034, predictive_accuracy: 0.8036, prior_entropy: 2.8074, recall: 0.8036, relative_absolute_error: 0.2291, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.6769,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7297, f_measure: 0.6681, kappa: 0.4634, kb_relative_information_score: 373965.1483, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6734, predictive_accuracy: 0.6698, prior_entropy: 2.8074, recall: 0.6698, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8778,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9231, kappa: 0.8768, kb_relative_information_score: 533049.4035, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.923, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4225,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 532309.0601, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4257,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 523285.2936, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.4291,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.8916, kappa: 0.8267, kb_relative_information_score: 513605.5323, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8924, predictive_accuracy: 0.8932, prior_entropy: 2.8074, recall: 0.8932, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.441,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.8971, kappa: 0.8356, kb_relative_information_score: 501142.571, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8979, predictive_accuracy: 0.8988, prior_entropy: 2.8074, recall: 0.8988, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.464,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8541, kappa: 0.7661, kb_relative_information_score: 489492.3883, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8573, predictive_accuracy: 0.8573, prior_entropy: 2.8074, recall: 0.8573, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.4876,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8569, kappa: 0.7711, kb_relative_information_score: 478772.2178, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8607, predictive_accuracy: 0.8606, prior_entropy: 2.8074, recall: 0.8606, relative_absolute_error: 0.268, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.51,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.8364, kappa: 0.7375, kb_relative_information_score: 469290.6349, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8418, predictive_accuracy: 0.8406, prior_entropy: 2.8074, recall: 0.8406, relative_absolute_error: 0.2945, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.5275,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.7945, kappa: 0.6699, kb_relative_information_score: 451762.0709, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8048, predictive_accuracy: 0.8018, prior_entropy: 2.8074, recall: 0.8018, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.5694,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8129, kappa: 0.7014, kb_relative_information_score: 466354.3085, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8204, predictive_accuracy: 0.8195, prior_entropy: 2.8074, recall: 0.8195, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.19, root_relative_squared_error: 0.5429,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.8424, kappa: 0.7487, kb_relative_information_score: 481193.209, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8479, predictive_accuracy: 0.8476, prior_entropy: 2.8074, recall: 0.8476, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5125,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.8577, kappa: 0.775, kb_relative_information_score: 495852.5097, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8626, predictive_accuracy: 0.8623, prior_entropy: 2.8074, recall: 0.8623, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.4814,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8888, kappa: 0.8224, kb_relative_information_score: 510892.3228, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.89, predictive_accuracy: 0.8907, prior_entropy: 2.8074, recall: 0.8907, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.158, root_relative_squared_error: 0.4514,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8774, kappa: 0.807, kb_relative_information_score: 521619.8744, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8855, predictive_accuracy: 0.8811, prior_entropy: 2.8074, recall: 0.8811, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.4366,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 532309.0601, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4257,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9551, kappa: 0.9279, kb_relative_information_score: 552847.6536, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 2.8074, recall: 0.9551, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3237,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8698, kb_relative_information_score: 530311.428, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9187, predictive_accuracy: 0.9191, prior_entropy: 2.8074, recall: 0.9191, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4344,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.9232, kappa: 0.877, kb_relative_information_score: 533117.3942, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9232, predictive_accuracy: 0.9236, prior_entropy: 2.8074, recall: 0.9236, relative_absolute_error: 0.0891, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4222,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8697, kb_relative_information_score: 530314.6656, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9187, predictive_accuracy: 0.9191, prior_entropy: 2.8074, recall: 0.9191, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4343,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9232, kappa: 0.8769, kb_relative_information_score: 533066.671, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9231, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4224,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8697, kb_relative_information_score: 530297.3981, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9186, predictive_accuracy: 0.9191, prior_entropy: 2.8074, recall: 0.9191, relative_absolute_error: 0.0944, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4344,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.9232, kappa: 0.8769, kb_relative_information_score: 533066.671, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9231, predictive_accuracy: 0.9235, prior_entropy: 2.8074, recall: 0.9235, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1478, root_relative_squared_error: 0.4224,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9187, kappa: 0.8698, kb_relative_information_score: 530320.0617, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9187, predictive_accuracy: 0.9192, prior_entropy: 2.8074, recall: 0.9192, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4343,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5868, kappa: 0.3287, kb_relative_information_score: 338912.3893, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5999, predictive_accuracy: 0.6107, prior_entropy: 2.8074, recall: 0.6107, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.769,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9188, kappa: 0.87, kb_relative_information_score: 530399.9238, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9188, predictive_accuracy: 0.9193, prior_entropy: 2.8074, recall: 0.9193, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.434,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8613, kappa: 0.7774, kb_relative_information_score: 494523.4872, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9188, kappa: 0.8699, kb_relative_information_score: 530377.2603, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9188, predictive_accuracy: 0.9192, prior_entropy: 2.8074, recall: 0.9192, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.4341,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532246.4655, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8614, kappa: 0.7775, kb_relative_information_score: 494535.3586, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8613, kappa: 0.7774, kb_relative_information_score: 494524.5664, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8613, predictive_accuracy: 0.8621, prior_entropy: 2.8074, recall: 0.8621, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5673,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8612, kappa: 0.7772, kb_relative_information_score: 494419.8823, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8619, prior_entropy: 2.8074, recall: 0.8619, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.5677,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8496, kappa: 0.7588, kb_relative_information_score: 486979.7549, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.851, predictive_accuracy: 0.85, prior_entropy: 2.8074, recall: 0.85, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5915,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9216, kappa: 0.8745, kb_relative_information_score: 532183.8708, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9216, predictive_accuracy: 0.9221, prior_entropy: 2.8074, recall: 0.9221, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4263,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8387, kappa: 0.7427, kb_relative_information_score: 470374.4035, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8442, predictive_accuracy: 0.8433, prior_entropy: 2.8074, recall: 0.8433, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.8523, kappa: 0.7657, kb_relative_information_score: 492530.3766, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.857, predictive_accuracy: 0.8566, prior_entropy: 2.8074, recall: 0.8566, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.4899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9218, kappa: 0.8749, kb_relative_information_score: 523284.7168, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9218, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.4291,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8909, kappa: 0.8256, kb_relative_information_score: 513478.0724, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8917, predictive_accuracy: 0.8925, prior_entropy: 2.8074, recall: 0.8925, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.4413,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.8932, kappa: 0.8291, kb_relative_information_score: 499433.7118, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.894, predictive_accuracy: 0.8947, prior_entropy: 2.8074, recall: 0.8947, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.4676,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8601, kappa: 0.7753, kb_relative_information_score: 485504.0803, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8622, predictive_accuracy: 0.8624, prior_entropy: 2.8074, recall: 0.8624, relative_absolute_error: 0.2544, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.4899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8881, kappa: 0.8214, kb_relative_information_score: 510633.8819, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8893, predictive_accuracy: 0.8901, prior_entropy: 2.8074, recall: 0.8901, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.4521,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8776, kappa: 0.8072, kb_relative_information_score: 521617.769, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8856, predictive_accuracy: 0.8813, prior_entropy: 2.8074, recall: 0.8813, relative_absolute_error: 0.1401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.4366,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9217, kappa: 0.8747, kb_relative_information_score: 532247.5447, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 532261.5745, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9223, prior_entropy: 2.8074, recall: 0.9223, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.149, root_relative_squared_error: 0.4259,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.6332, kappa: 0.4071, kb_relative_information_score: 368092.1355, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6403, predictive_accuracy: 0.6457, prior_entropy: 2.8074, recall: 0.6457, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.7396,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8611, kappa: 0.7771, kb_relative_information_score: 494361.6045, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8611, kappa: 0.7771, kb_relative_information_score: 494362.6838, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.9506, kappa: 0.9207, kb_relative_information_score: 550043.8458, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9506, predictive_accuracy: 0.9506, prior_entropy: 2.8074, recall: 0.9506, relative_absolute_error: 0.0576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3395,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.3231, kappa: 0.0141, kb_relative_information_score: 274993.667, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.2583, predictive_accuracy: 0.4876, prior_entropy: 2.8074, recall: 0.4876, relative_absolute_error: 0.7016, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8526,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.6781, kappa: 0.5241, kb_relative_information_score: 411436.5979, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6356, predictive_accuracy: 0.7352, prior_entropy: 2.8074, recall: 0.7352, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.7277,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, f_measure: 0.6996, kappa: 0.5653, kb_relative_information_score: 429269.6634, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.6556, predictive_accuracy: 0.758, prior_entropy: 2.8074, recall: 0.758, relative_absolute_error: 0.2823, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.7514,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6825, f_measure: 0.5521, kappa: 0.2815, kb_relative_information_score: 343200.2474, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5317, predictive_accuracy: 0.6074, prior_entropy: 2.8074, recall: 0.6074, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.8187,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, f_measure: 0.5536, kappa: 0.2848, kb_relative_information_score: 334558.5904, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.5258, predictive_accuracy: 0.607, prior_entropy: 2.8074, recall: 0.607, relative_absolute_error: 0.4586, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.9577,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9551, kappa: 0.9279, kb_relative_information_score: 552858.4458, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9551, predictive_accuracy: 0.9551, prior_entropy: 2.8074, recall: 0.9551, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3237,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9218, kappa: 0.8747, kb_relative_information_score: 534276.0577, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9217, predictive_accuracy: 0.9222, prior_entropy: 2.8074, recall: 0.9222, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.356,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.9221, kappa: 0.8753, kb_relative_information_score: 532473.1012, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9221, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.425,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.9221, kappa: 0.8752, kb_relative_information_score: 532455.8337, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9221, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1487, root_relative_squared_error: 0.4251,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.922, kappa: 0.8751, kb_relative_information_score: 532408.3481, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.922, predictive_accuracy: 0.9225, prior_entropy: 2.8074, recall: 0.9225, relative_absolute_error: 0.0904, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.4253,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8612, kappa: 0.7772, kb_relative_information_score: 494375.6344, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.8611, kappa: 0.7771, kb_relative_information_score: 494361.6045, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8611, predictive_accuracy: 0.8618, prior_entropy: 2.8074, recall: 0.8618, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5678,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.8489, kappa: 0.7575, kb_relative_information_score: 486453.0967, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8503, predictive_accuracy: 0.8492, prior_entropy: 2.8074, recall: 0.8492, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.5932,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8489, kappa: 0.7576, kb_relative_information_score: 484084.6508, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8504, predictive_accuracy: 0.8492, prior_entropy: 2.8074, recall: 0.8492, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5252,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8387, kappa: 0.7427, kb_relative_information_score: 470374.4035, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8442, predictive_accuracy: 0.8433, prior_entropy: 2.8074, recall: 0.8433, relative_absolute_error: 0.2906, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5286,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7978, f_measure: 0.6018, kappa: 0.3769, kb_relative_information_score: 358929.5371, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.636, predictive_accuracy: 0.6246, prior_entropy: 2.8074, recall: 0.6246, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.7567,
Jan van Rijn 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9186, kappa: 0.8695, kb_relative_information_score: 531354.407, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.9185, predictive_accuracy: 0.919, prior_entropy: 2.8074, recall: 0.919, relative_absolute_error: 0.1253, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1278, root_relative_squared_error: 0.3651,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1948, kb_relative_information_score: 182595.0142, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, recall: 0.3646, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4261, root_relative_squared_error: 1.2176,

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 covertype (3)
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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