Fig. 6From: Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical recordsThe right 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, one of the most significant paths C predicts nearly pure decisive classes for patients. The rules of C leads to a large majority of “No Dementia” populations, comprised by 1111 individuals, respectivelyBack to article page