On equivalence relationships between classification and ranking algorithms

We demonstrate that there are machine learning algorithms that can achieve success for two separate tasks simultaneously, namely the tasks of classification and bipartite ranking. This means that advantages gained from solving one task can be carried over to the other task, such as the ability to ob...

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Bibliographic Details
Main Authors: Ertekin, Seyda (Contributor), Rudin, Cynthia (Contributor)
Other Authors: Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery, 2012-12-13T20:37:17Z.
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