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On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
Published on Nov 07, 20141958 Views
We investigate the relationship between three fundamental problems in machine learning: binary classification, bipartite ranking, and binary class probability estimation (CPE). It is known that a good
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On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probabbility Estimation 00:00
Binary Class Probability Estimation (CPE)00:48
Bipartite Ranking01:37
Weak Regret Transfer Bounds02:42