Master of Science (MS)
Classification and regression trees form an important and indispensable tool in data analysis and classification problems. Class trees are described in detail with examples. The method is applied to a data set pertaining to evaluation of teachers. In addition, two other classification methods, bagging and AdaBoost are explained. These methods improve existing classifiers to nearly optimal classifiers.
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Release the entire work immediately for access worldwide.
Wang, Xuan, "Statistical classification problems in assessment of teachers" (2013). LSU Master's Theses. 3203.