predictive machine learning models, with the results showing the superiority of the random forest model across key performance …

We propose a portfolio rebalance framework that integrates machine learning models into the mean-risk portfolios in … according to market trend movements predicted by machine learning models. We employ Gini's Mean Difference (GMD) to specify the … machine learning models to predict market movements. Using a rolling-horizon approach, we conduct a series of computational …