Maximizing Portfolio Predictability with Machine Learning

Michael Pinelis, David Ruppert

We construct the maximally predictable portfolio (MPP) of stocks using machine learning. Solving for the optimal constrained weights in the multi-asset MPP gives portfolios with a…