Table 7 Evaluation results for Problem (b) (Predict No Dementia, Minimal or Mild Dementia and Moderate or Severe Dementia) with 5-fold cross validation after each iteration of a random forest model in terms of macro-averaged precision, recall and f1-score, where training and testing set are divided based on patient-episode setting

From: Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records