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    Learning with Complex Performance Measures : Theory, Algorithms and Applications 

    Narasimhan, Harikrishna (2017-12-07)
    We consider supervised learning problems, where one is given objects with labels, and the goal is to learn a model that can make accurate predictions on new objects. These problems abound in applications, ranging from ...

    Machine Learning and Rank Aggregation Methods for Gene Prioritization from Heterogeneous Data Sources 

    Laha, Anirban (2017-12-05)
    Gene prioritization involves ranking genes by possible relevance to a disease of interest. This is important in order to narrow down the set of genes to be investigated biologically, and over the years, several computational ...

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    AuthorLaha, Anirban (1)Narasimhan, Harikrishna (1)Subject
    Bipartite Ranking (2)
    AUC (1)Binary Classification (1)Bioinformatics (1)Bipartite Graph Ranking (1)Bipartite Instance Ranking (1)Complex Binary Measures (1)Complex Multiclass Measures (1)Complex Performance Measures (1)Computer Science (1)... View MoreDate Issued
    2017 (2)
    Has File(s)Yes (2)

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