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Performance of models after feature selection. Blue boxes represent baseline performance of models with hyperparameter optimization but no feature selection. Orange boxes represent performance of models with both hyperparameter optimization and feature selection. Abbreviations: RF, random forest; SVM, support vector machine; SP‐ECog, study partner–assessed Everyday Cognition score; CBB, Cogstate Brief Battery score; AUC, area under the receiver‐operating characteristic curve
