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Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Martinez Cid, Waldyn Gerardo"

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Three essays on the use of margins to improve ensemble methods

Martinez Cid, Waldyn Gerardo (University of Alabama Libraries, 2012)

Ensemble methods, such as bagging (Breiman, 1996), boosting (Freund and Schapire, 1997) and random forests (Breiman, 2001) combine a large number of classifiers through (weighted) voting to produce strong classifiers. To ...

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Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Martinez Cid, Waldyn Gerardo"

Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Martinez Cid, Waldyn Gerardo"

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