Fig. 2.

Multi-layer cross-validation framework: A Overall cross-validation to assess the predictive performances on independent samples, B Intermediate-layer cross-validation for the superlearner only performed on the learning sample to determine the weights. A final internal cross-validation (or Bootstrap for RSF) is done to tune each method