Browsing Electronic Theses and Dissertations (ETDs) by Subject "Boosting"
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Bias reduction studies in nonparametric regression with applications : an empirical approach
(2014)The purpose of this study is to determine the effect of three improvement methods on nonparametric kernel regression estimators. The improvement methods are applied to the Nadaraya-Watson estimator with crossvalidation bandwidth ... -
Classifying spam with generalized additive neural networks
(North-West University (South Africa) , Potchefstroom Campus, 2017)E-mail is an important and convenient communication tool used by many people on a daily basis. For individuals it is an inexpensive way to stay in contact with family and friends located around the world. An e-mail address ...