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Feature importance in the training process. Frequencies represent the frequencies that the covariates are referred to when branching the decision tree in the training process, and gains represent the decrease of the objective functions from the decision tree after branching based on the covariate. APACHE, Acute Physiology and Chronic Health Evaluation; PF, PaO2/FiO2; SOFA, Sequential Organ Failure Assessment.
