theory and machine learning to build a diversified portfolio. Like the traditional risk-based allocation methods, HRP is also … under an appropriate covariance forecast model whether the machine learning based HRP outperforms the traditional risk …. Minimum variance and maximum diversification are most sensitive to covariance misspecification. HRP follows the middle ground …