Task
Supervised Data Stream Classification on BNG(zoo)

Supervised Data Stream Classification on BNG(zoo)

Task 2168 Supervised Data Stream Classification BNG(zoo) 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 BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.925, kappa: 0.9021, kb_relative_information_score: 919115.8651, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9252, predictive_accuracy: 0.9251, prior_entropy: 2.8074, recall: 0.9251, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1463, root_relative_squared_error: 0.4182,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9246, kappa: 0.9009, kb_relative_information_score: 917991.3202, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.924, prior_entropy: 2.8074, recall: 0.924, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4211,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.9207, kappa: 0.8944, kb_relative_information_score: 912458.1707, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9238, predictive_accuracy: 0.9189, prior_entropy: 2.8074, recall: 0.9189, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4351,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9278, kappa: 0.9049, kb_relative_information_score: 921289.4097, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9289, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4125,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921273.2215, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4126,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.905, kb_relative_information_score: 921348.7667, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9277, kappa: 0.9049, kb_relative_information_score: 921318.5486, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9271, prior_entropy: 2.8074, recall: 0.9271, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.4124,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9055, kb_relative_information_score: 921755.6318, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9275, prior_entropy: 2.8074, recall: 0.9275, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4113,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9283, kappa: 0.9054, kb_relative_information_score: 921646.6308, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4116,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921685.4827, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9067, kb_relative_information_score: 922649.2241, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.9251, kappa: 0.9024, kb_relative_information_score: 919365.1644, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9252, predictive_accuracy: 0.9253, prior_entropy: 2.8074, recall: 0.9253, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.4175,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9195, kappa: 0.8958, kb_relative_information_score: 913993.8976, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9203, prior_entropy: 2.8074, recall: 0.9203, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.4312,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9282, kappa: 0.9078, kb_relative_information_score: 923976.662, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9277, predictive_accuracy: 0.9296, prior_entropy: 2.8074, recall: 0.9296, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.4054,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9282, kappa: 0.9078, kb_relative_information_score: 923976.662, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9277, predictive_accuracy: 0.9296, prior_entropy: 2.8074, recall: 0.9296, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1419, root_relative_squared_error: 0.4054,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9288, kappa: 0.9057, kb_relative_information_score: 921822.5433, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9308, predictive_accuracy: 0.9276, prior_entropy: 2.8074, recall: 0.9276, relative_absolute_error: 0.0845, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4111,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9285, kappa: 0.9057, kb_relative_information_score: 921880.8211, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.93, predictive_accuracy: 0.9276, prior_entropy: 2.8074, recall: 0.9276, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.411,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9307, kappa: 0.9094, kb_relative_information_score: 925092.5732, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9306, prior_entropy: 2.8074, recall: 0.9306, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4024,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, f_measure: 0.9278, kappa: 0.9059, kb_relative_information_score: 922192.715, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9279, prior_entropy: 2.8074, recall: 0.9279, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.4102,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.928, kappa: 0.9058, kb_relative_information_score: 922091.2686, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.9278, prior_entropy: 2.8074, recall: 0.9278, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4104,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.9348, kappa: 0.9159, kb_relative_information_score: 930784.3678, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9345, predictive_accuracy: 0.9359, prior_entropy: 2.8074, recall: 0.9359, relative_absolute_error: 0.0748, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.3868,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9362, kappa: 0.9174, kb_relative_information_score: 931775.0897, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.9368, prior_entropy: 2.8074, recall: 0.9368, relative_absolute_error: 0.0738, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3841,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9066, kb_relative_information_score: 922508.9258, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9282, prior_entropy: 2.8074, recall: 0.9282, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4093,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.9297, kappa: 0.9064, kb_relative_information_score: 922345.9639, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9322, predictive_accuracy: 0.928, prior_entropy: 2.8074, recall: 0.928, relative_absolute_error: 0.0839, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4097,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.93, kappa: 0.9068, kb_relative_information_score: 922658.9371, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4089,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930560.9697, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930560.9697, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9296, kappa: 0.9087, kb_relative_information_score: 924608.0044, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9295, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4037,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 927323.4552, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9318, kappa: 0.9101, kb_relative_information_score: 929079.4569, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3634,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9322, kappa: 0.9109, kb_relative_information_score: 924490.7386, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9317, prior_entropy: 2.8074, recall: 0.9317, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.3564,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9316, kappa: 0.9116, kb_relative_information_score: 872624.7544, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9315, predictive_accuracy: 0.9324, prior_entropy: 2.8074, recall: 0.9324, relative_absolute_error: 0.1956, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.3905,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9323, kappa: 0.9118, kb_relative_information_score: 896773.4593, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9325, prior_entropy: 2.8074, recall: 0.9325, relative_absolute_error: 0.1531, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.3699,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9307, kappa: 0.9106, kb_relative_information_score: 852431.6287, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9317, prior_entropy: 2.8074, recall: 0.9317, relative_absolute_error: 0.231, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.4065,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.916, kappa: 0.8939, kb_relative_information_score: 808184.0616, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9168, predictive_accuracy: 0.9195, prior_entropy: 2.8074, recall: 0.9195, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.4669,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9211, kappa: 0.8999, kb_relative_information_score: 847107.1993, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9215, predictive_accuracy: 0.9238, prior_entropy: 2.8074, recall: 0.9238, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.4295,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9283, kappa: 0.9079, kb_relative_information_score: 882778.5907, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.9297, prior_entropy: 2.8074, recall: 0.9297, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.3906,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9306, kappa: 0.9101, kb_relative_information_score: 924180.883, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9311, predictive_accuracy: 0.9313, prior_entropy: 2.8074, recall: 0.9313, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.357,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9317, kappa: 0.9103, kb_relative_information_score: 929026.7777, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3636,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9239, kappa: 0.9012, kb_relative_information_score: 927317.9777, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.925, predictive_accuracy: 0.9245, prior_entropy: 2.8074, recall: 0.9245, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921690.8788, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930569.6034, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3874,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9286, kappa: 0.9084, kb_relative_information_score: 924550.8059, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0816, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4039,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930560.9697, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9346, kappa: 0.9157, kb_relative_information_score: 930536.1477, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9343, predictive_accuracy: 0.9356, prior_entropy: 2.8074, recall: 0.9356, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9347, kappa: 0.9157, kb_relative_information_score: 930559.8905, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9357, prior_entropy: 2.8074, recall: 0.9357, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.3875,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9341, kappa: 0.9151, kb_relative_information_score: 930108.7774, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9352, prior_entropy: 2.8074, recall: 0.9352, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3887,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9296, kappa: 0.9087, kb_relative_information_score: 924608.0044, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9295, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1413, root_relative_squared_error: 0.4037,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9342, kappa: 0.9148, kb_relative_information_score: 929646.8722, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.39,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9342, kappa: 0.9148, kb_relative_information_score: 929646.8722, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9348, prior_entropy: 2.8074, recall: 0.9348, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.39,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9307, kappa: 0.9094, kb_relative_information_score: 925091.494, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9306, prior_entropy: 2.8074, recall: 0.9306, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4024,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9299, kappa: 0.9067, kb_relative_information_score: 922592.0256, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9325, predictive_accuracy: 0.9283, prior_entropy: 2.8074, recall: 0.9283, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4091,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920922.4757, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9214, kappa: 0.8992, kb_relative_information_score: 820026.1083, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9216, predictive_accuracy: 0.9232, prior_entropy: 2.8074, recall: 0.9232, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4684,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9251, kappa: 0.9041, kb_relative_information_score: 876309.7697, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9246, predictive_accuracy: 0.9268, prior_entropy: 2.8074, recall: 0.9268, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4105,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 927323.4552, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9318, kappa: 0.9101, kb_relative_information_score: 929077.9582, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3634,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9319, kappa: 0.9104, kb_relative_information_score: 893862.9663, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9313, prior_entropy: 2.8074, recall: 0.9313, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.3815,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.931, kappa: 0.9099, kb_relative_information_score: 865165.8803, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9315, predictive_accuracy: 0.931, prior_entropy: 2.8074, recall: 0.931, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4023,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9317, kappa: 0.9103, kb_relative_information_score: 929024.2025, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3636,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9239, kappa: 0.9012, kb_relative_information_score: 927317.9777, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.925, predictive_accuracy: 0.9245, prior_entropy: 2.8074, recall: 0.9245, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.3805,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9055, kb_relative_information_score: 921755.6318, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9275, prior_entropy: 2.8074, recall: 0.9275, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4113,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9283, kappa: 0.9054, kb_relative_information_score: 921646.6308, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4116,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9284, kappa: 0.9054, kb_relative_information_score: 921685.4827, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9298, predictive_accuracy: 0.9274, prior_entropy: 2.8074, recall: 0.9274, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4115,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2339, kappa: -0, kb_relative_information_score: 173182.1208, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2339, predictive_accuracy: 0.2339, prior_entropy: 2.8074, recall: 0.2339, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.337,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9218, kappa: 0.8969, kb_relative_information_score: 910298.905, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9209, prior_entropy: 2.8074, recall: 0.9209, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.371,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9302, kappa: 0.9089, kb_relative_information_score: 924746.1443, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4034,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8772, kappa: 0.8452, kb_relative_information_score: 853683.5227, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.882, prior_entropy: 2.8074, recall: 0.882, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.453,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2252, kappa: 0, kb_relative_information_score: 228698.2798, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.183, predictive_accuracy: 0.3965, prior_entropy: 2.8074, recall: 0.3965, relative_absolute_error: 0.8936, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9454,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.4706, kappa: 0.4036, kb_relative_information_score: 533994.8895, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.439, predictive_accuracy: 0.568, prior_entropy: 2.8074, recall: 0.568, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.351, root_relative_squared_error: 1.003,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7267, f_measure: 0.4701, kappa: 0.4029, kb_relative_information_score: 533219.964, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4386, predictive_accuracy: 0.5675, prior_entropy: 2.8074, recall: 0.5675, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3515, root_relative_squared_error: 1.0046,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7626, f_measure: 0.4841, kappa: 0.4241, kb_relative_information_score: 534159.1598, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4536, predictive_accuracy: 0.5825, prior_entropy: 2.8074, recall: 0.5825, relative_absolute_error: 0.5251, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.9558,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.4863, kappa: 0.428, kb_relative_information_score: 552774.3109, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4546, predictive_accuracy: 0.5856, prior_entropy: 2.8074, recall: 0.5856, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9833,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.9201, kappa: 0.8974, kb_relative_information_score: 916666.9139, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9193, predictive_accuracy: 0.9216, prior_entropy: 2.8074, recall: 0.9216, relative_absolute_error: 0.0935, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4164,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9183, kappa: 0.8982, kb_relative_information_score: 910477.5513, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9189, predictive_accuracy: 0.9226, prior_entropy: 2.8074, recall: 0.9226, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.3613,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9302, kappa: 0.909, kb_relative_information_score: 924763.4118, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4033,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9303, kappa: 0.909, kb_relative_information_score: 924813.0558, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 2.8074, recall: 0.9303, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4032,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9307, kappa: 0.9094, kb_relative_information_score: 925091.494, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9313, predictive_accuracy: 0.9306, prior_entropy: 2.8074, recall: 0.9306, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.4024,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920922.4757, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 920911.6835, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4135,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.926, kappa: 0.9042, kb_relative_information_score: 912681.0093, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9258, predictive_accuracy: 0.9267, prior_entropy: 2.8074, recall: 0.9267, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.3615,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9214, kappa: 0.8992, kb_relative_information_score: 820026.1083, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9216, predictive_accuracy: 0.9232, prior_entropy: 2.8074, recall: 0.9232, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4684,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348696.3873, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, recall: 0.3965, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1867,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9231, kappa: 0.9036, kb_relative_information_score: 915402.7573, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9266, prior_entropy: 2.8074, recall: 0.9266, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.3521,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.8623, kappa: 0.8259, kb_relative_information_score: 844521.5173, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8636, predictive_accuracy: 0.8674, prior_entropy: 2.8074, recall: 0.8674, relative_absolute_error: 0.2018, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4626,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2252, kb_relative_information_score: 348696.3873, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1572, predictive_accuracy: 0.3965, prior_entropy: 2.8074, recall: 0.3965, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4152, root_relative_squared_error: 1.1867,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(zoo) (1)
target_feature type

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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