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An Application of Variable Selection Methods to Identify Influential Factors of ADHD Diagnosis in Children
In 2011, there was the ADHD-200 Global Competition in which several teams around the world competed to produce a model that best categorized children as having ADHD or not having ADHD based on phenotypic and neu- roimaging ...
A Comparative Study on Support Vector Machines
In this thesis, we study Support Vector Machines (SVMs) for binary classification. We review literature on SVMs and other classification methods. We perform simulations to compare kernel functions found in selected R ...