Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Albright, Thomas L."

Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Albright, Thomas L."

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  • Sasamoto, Mark Makoto (University of Alabama Libraries, 2010)
    Tree structured modeling is a data mining technique used to recursively partition a data set into relatively homogeneous subgroups in order to make more accurate predictions on future observations. One of the earliest ...
  • 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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