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

Browsing Theses and Dissertations - Department of Information Systems, Statistics & Management Science by Author "Giesen, Judy 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 ...
  • Xu, Jie (University of Alabama Libraries, 2013)
    Ensemble models, such as bagging (Breiman, 1996), random forests (Breiman, 2001a), and boosting (Freund and Schapire, 1997), have better predictive accuracy than single classifiers. These ensembles typically consist of ...

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