Fig. 5From: Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical recordsThe left part of the decision tree (Fig. 4) predicts the dementia classes (“No Dementia”/ “Minimal or Mild Dementia” / “Moderate or Severe Dementia”) of 2505 patients for the Problem (b). In the tree, some most significant paths A and B predict nearly pure decisive classes for patients. The rules of path A lead to a pure “Moderate or Severe Dementia” population of 71 patients. While the rules of paths B leads to a large majority of “Mild or Minimal Dementia” populations, comprised by 113 individuals, respectivelyBack to article page