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Supervised Data Stream Classification on SEA(50)

Supervised Data Stream Classification on SEA(50)

Task 199 Supervised Data Stream Classification SEA(50) 307 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.8753, kappa: 0.7348, kb_relative_information_score: 753272, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8766, prior_entropy: 1, recall: 0.8766, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.7025,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, f_measure: 0.8458, kappa: 0.6722, kb_relative_information_score: 694860, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8467, predictive_accuracy: 0.8474, prior_entropy: 1, recall: 0.8474, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.7812,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.817, kappa: 0.6115, kb_relative_information_score: 636782, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8169, predictive_accuracy: 0.8184, prior_entropy: 1, recall: 0.8184, relative_absolute_error: 0.3632, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4262, root_relative_squared_error: 0.8523,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.88, kappa: 0.7449, kb_relative_information_score: 762326, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8811, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.6895,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762526, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.745, kb_relative_information_score: 762476, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8812, prior_entropy: 1, recall: 0.8812, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762504, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8812, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.6892,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8802, kappa: 0.7453, kb_relative_information_score: 762764, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.6888,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 763008, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8803, kappa: 0.7456, kb_relative_information_score: 762996, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.6885,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8801, kappa: 0.7451, kb_relative_information_score: 762704, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8814, predictive_accuracy: 0.8814, prior_entropy: 1, recall: 0.8814, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6889,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.8778, kappa: 0.7403, kb_relative_information_score: 758106, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.879, predictive_accuracy: 0.8791, prior_entropy: 1, recall: 0.8791, relative_absolute_error: 0.2419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.6955,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.864, kappa: 0.7107, kb_relative_information_score: 730772, mean_absolute_error: 0.1346, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8651, predictive_accuracy: 0.8654, prior_entropy: 1, recall: 0.8654, relative_absolute_error: 0.2692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.7338,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8801, kappa: 0.7453, kb_relative_information_score: 762628, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8801, kappa: 0.7453, kb_relative_information_score: 762630, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.689,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, f_measure: 0.837, kappa: 0.6528, kb_relative_information_score: 678906, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8391, predictive_accuracy: 0.8395, prior_entropy: 1, recall: 0.8395, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.8706, kappa: 0.7254, kb_relative_information_score: 743070, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.871, predictive_accuracy: 0.8715, prior_entropy: 1, recall: 0.8715, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.7168,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.8516, kappa: 0.6841, kb_relative_information_score: 707332, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8536, predictive_accuracy: 0.8537, prior_entropy: 1, recall: 0.8537, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.7651,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8733, kappa: 0.7312, kb_relative_information_score: 748468, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8737, predictive_accuracy: 0.8742, prior_entropy: 1, recall: 0.8742, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7093,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8928, kappa: 0.7723, kb_relative_information_score: 787314, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8936, predictive_accuracy: 0.8937, prior_entropy: 1, recall: 0.8937, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.6522,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8859, kappa: 0.7573, kb_relative_information_score: 774098, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8873, predictive_accuracy: 0.887, prior_entropy: 1, recall: 0.887, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.6722,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.8865, kappa: 0.7588, kb_relative_information_score: 775330, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.8877, prior_entropy: 1, recall: 0.8877, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.6703,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.8352, kappa: 0.6482, kb_relative_information_score: 677442, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8401, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677460, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.8868, kappa: 0.7594, kb_relative_information_score: 775660, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8878, predictive_accuracy: 0.8878, prior_entropy: 1, recall: 0.8878, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.6698,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677460, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677456, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.8352, kappa: 0.6483, kb_relative_information_score: 677456, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8387, prior_entropy: 1, recall: 0.8387, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4016, root_relative_squared_error: 0.8032,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.8418, kappa: 0.663, kb_relative_information_score: 688522, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8442, predictive_accuracy: 0.8443, prior_entropy: 1, recall: 0.8443, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.7893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8751, f_measure: 0.8876, kappa: 0.7614, kb_relative_information_score: 777172, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8885, predictive_accuracy: 0.8886, prior_entropy: 1, recall: 0.8886, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.6676,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8344, f_measure: 0.8516, kappa: 0.6841, kb_relative_information_score: 707320, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8536, predictive_accuracy: 0.8537, prior_entropy: 1, recall: 0.8537, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.7651,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8219, f_measure: 0.8412, kappa: 0.6614, kb_relative_information_score: 687716, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8442, predictive_accuracy: 0.8439, prior_entropy: 1, recall: 0.8439, relative_absolute_error: 0.3123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.7903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8953, kappa: 0.7776, kb_relative_information_score: 792442, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8962, prior_entropy: 1, recall: 0.8962, relative_absolute_error: 0.2076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6443,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8953, kappa: 0.7777, kb_relative_information_score: 792482, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8962, prior_entropy: 1, recall: 0.8962, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6442,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8954, kappa: 0.7777, kb_relative_information_score: 792502, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8963, prior_entropy: 1, recall: 0.8963, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6442,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8954, kappa: 0.7777, kb_relative_information_score: 792502, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8963, prior_entropy: 1, recall: 0.8963, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6442,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.8871, kappa: 0.7599, kb_relative_information_score: 776330, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8883, predictive_accuracy: 0.8882, prior_entropy: 1, recall: 0.8882, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.6688,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.8767, kappa: 0.7384, kb_relative_information_score: 755136, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.6998,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766968, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 761102.4959, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6664,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8839, kappa: 0.7532, kb_relative_information_score: 754308.7221, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6621,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8845, kappa: 0.7544, kb_relative_information_score: 741725.7739, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8858, predictive_accuracy: 0.8856, prior_entropy: 1, recall: 0.8856, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.6626,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.8801, kappa: 0.7449, kb_relative_information_score: 731061.7359, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.882, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6645,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8809, kappa: 0.7465, kb_relative_information_score: 718793.9753, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.8823, prior_entropy: 1, recall: 0.8823, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.335, root_relative_squared_error: 0.67,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 655986.381, mean_absolute_error: 0.1822, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6719,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.8714, kappa: 0.726, kb_relative_information_score: 703207.9132, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8741, predictive_accuracy: 0.8733, prior_entropy: 1, recall: 0.8733, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.6753,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8772, kappa: 0.7391, kb_relative_information_score: 717088.319, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8784, prior_entropy: 1, recall: 0.8784, relative_absolute_error: 0.2899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.6714,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8801, kappa: 0.7449, kb_relative_information_score: 729926.9559, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.882, predictive_accuracy: 0.8815, prior_entropy: 1, recall: 0.8815, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.6653,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8752, kappa: 0.7352, kb_relative_information_score: 722500.6716, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8762, prior_entropy: 1, recall: 0.8762, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.6765,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.8775, kappa: 0.7394, kb_relative_information_score: 735562.3593, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8794, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.6737,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7405, kb_relative_information_score: 750655, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.6729,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766968, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.8766, kappa: 0.7381, kb_relative_information_score: 754812, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8774, prior_entropy: 1, recall: 0.8774, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.7003,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8953, kappa: 0.7776, kb_relative_information_score: 792436, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8962, prior_entropy: 1, recall: 0.8962, relative_absolute_error: 0.2076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.6443,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8953, kappa: 0.7777, kb_relative_information_score: 792470, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8963, predictive_accuracy: 0.8962, prior_entropy: 1, recall: 0.8962, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6443,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.8114, kappa: 0.5979, kb_relative_information_score: 492428.9521, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.814, predictive_accuracy: 0.8148, prior_entropy: 1, recall: 0.8148, relative_absolute_error: 0.5429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3741, root_relative_squared_error: 0.7481,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8954, kappa: 0.7778, kb_relative_information_score: 792628, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8963, prior_entropy: 1, recall: 0.8963, relative_absolute_error: 0.2074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.322, root_relative_squared_error: 0.644,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8826, kappa: 0.7505, kb_relative_information_score: 767258, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8835, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8825, kappa: 0.7503, kb_relative_information_score: 767226, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.6823,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766676, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7502, kb_relative_information_score: 767046, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6826,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8776, kappa: 0.7394, kb_relative_information_score: 758476, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 719063.7075, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6745,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8825, kappa: 0.7506, kb_relative_information_score: 738818.7705, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.883, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6643,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 761129.618, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6664,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.8839, kappa: 0.7532, kb_relative_information_score: 754421.9083, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6621,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8844, kappa: 0.7543, kb_relative_information_score: 739822.2208, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8857, predictive_accuracy: 0.8856, prior_entropy: 1, recall: 0.8856, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8838, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 721256.3971, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.6726,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.8839, kappa: 0.7532, kb_relative_information_score: 754278.354, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.6622,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8796, f_measure: 0.8822, kappa: 0.7504, kb_relative_information_score: 761083, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8828, prior_entropy: 1, recall: 0.8828, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.6665,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7497, kb_relative_information_score: 766630, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6832,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8823, kappa: 0.7499, kb_relative_information_score: 766780, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8834, prior_entropy: 1, recall: 0.8834, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.683,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766990, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580747.7177, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580747.7177, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8825, kappa: 0.7503, kb_relative_information_score: 767226, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 1, recall: 0.8836, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.6823,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8306, kappa: 0.6397, kb_relative_information_score: 552605.3821, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8314, predictive_accuracy: 0.8324, prior_entropy: 1, recall: 0.8324, relative_absolute_error: 0.4786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.361, root_relative_squared_error: 0.722,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5338, kappa: 0.0161, kb_relative_information_score: 67582, mean_absolute_error: 0.4662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6828, root_relative_squared_error: 1.3656,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.4676, kappa: -0, kb_relative_information_score: 76298.985, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 1, recall: 0.6143, relative_absolute_error: 0.9405, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4868, root_relative_squared_error: 0.9735,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8052, kappa: 0.5877, kb_relative_information_score: 513948.6955, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.8058, prior_entropy: 1, recall: 0.8058, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3925, root_relative_squared_error: 0.785,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7974, kappa: 0.5713, kb_relative_information_score: 595792, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.7979, prior_entropy: 1, recall: 0.7979, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8991,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8199, kappa: 0.6149, kb_relative_information_score: 416324.4799, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8266, prior_entropy: 1, recall: 0.8266, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3789, root_relative_squared_error: 0.7578,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8514, kappa: 0.6826, kb_relative_information_score: 710002, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.855, prior_entropy: 1, recall: 0.855, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.7986, kappa: 0.5748, kb_relative_information_score: 597244, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7985, predictive_accuracy: 0.7986, prior_entropy: 1, recall: 0.7986, relative_absolute_error: 0.4028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.8975,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.868, kappa: 0.7202, kb_relative_information_score: 590645.4339, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.868, predictive_accuracy: 0.8687, prior_entropy: 1, recall: 0.8687, relative_absolute_error: 0.4419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6788,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.889, kappa: 0.7643, kb_relative_information_score: 779846, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8898, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.889, kappa: 0.7643, kb_relative_information_score: 779846, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8898, predictive_accuracy: 0.8899, prior_entropy: 1, recall: 0.8899, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.8824, kappa: 0.7501, kb_relative_information_score: 766958, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8835, prior_entropy: 1, recall: 0.8835, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.6827,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766676, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8822, kappa: 0.7498, kb_relative_information_score: 766684, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8833, prior_entropy: 1, recall: 0.8833, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.6831,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8776, kappa: 0.7394, kb_relative_information_score: 758476, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8792, prior_entropy: 1, recall: 0.8792, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580744.8852, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.8747, kappa: 0.7331, kb_relative_information_score: 719063.7075, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6745,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8542, f_measure: 0.8589, kappa: 0.7033, kb_relative_information_score: 716774, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8598, predictive_accuracy: 0.8584, prior_entropy: 1, recall: 0.8584, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3763, root_relative_squared_error: 0.7526,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_kNNwithPAW(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8822, kappa: 0.7505, kb_relative_information_score: 683351.3006, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8828, prior_entropy: 1, recall: 0.8828, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6596,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_SPegasos(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.8839, kappa: 0.7539, kb_relative_information_score: 768836, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8839, predictive_accuracy: 0.8844, prior_entropy: 1, recall: 0.8844, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6799,
Joaquin Vanschoren 9 years ago
ran flow moa.StackingAttemptV2_Perceptron(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2147, kb_relative_information_score: -228684, mean_absolute_error: 0.6143, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1487, predictive_accuracy: 0.3857, prior_entropy: 1, recall: 0.3857, relative_absolute_error: 1.2287, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7838, root_relative_squared_error: 1.5676,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

Given inputs

estimation_procedure Interleaved Test then Train
source_data SEA(50) (1)
target_feature class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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