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

Table 10 Classification Report: Evaluation results for Problem (b) (Predict No Dementia, Minimal or Mild Dementia and Moderate or Severe Dementia) using a decision-tree model, in terms of precision, recall and f1-score

The support represents the number of true instances of each class. The macro average and weighted average calculate the metrics for each class label. However, the macro illustrates the unweighted mean, without considering label imbalance, whereas the weighted average utilises the support of labels for producing the weighted mean value

ISSN: 1472-6947