Fig. 1From: Statistical models versus machine learning for competing risks: development and validation of prognostic modelsIllustration of the model training approach repeated 100 times. For the ML techniques, hyperparameters were tuned on the training datasets. Final performance for all models was assessed on the validation datasets (left out samples)Back to article page