Dual Interpretation of Machine Learning Forecasts

Philippe Goulet Coulombe, Maximilian Goebel, Karin Klieber

Machine learning predictions are typically interpreted as the sum of contributions of predictors. Yet, each out-of-sample prediction can also be expressed as a linear combination o…