Browsing FAS Theses and Dissertations by Keyword "kernel machine learning"
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Inference and Prediction for High Dimensional Data via Penalized Regression and Kernel Machine Methods
(2012-08-06)Analysis of high dimensional data often seeks to identify a subset of important features and assess their effects on the outcome. Furthermore, the ultimate goal is often to build a prediction model with these features that ...