Machine Learning models evaluated tuned for bias-variance tradeoff Lead Investigator: Paul Long Institution : Rowan University E-Mail : paul@pauledwinlong.com Proposal ID : 1553 Proposal Description: The objective of this research is to compare multiple machine learning models in order to provide researchers and physicians with an analysis of the available predictive models that may be applied to evaluating the progression of Alzheimer???s disease. Big-data methodology and algorithms for optimization will be applied. Models will be tuned for bias-variance tradeoff. I plan to use the NACC data set to complete this work.