Skip to main content

Table 8 Evaluation results for Problem (b) (Predict No Dementia, Minimal or Mild Dementia and Moderate or Severe Dementia) after each different random iteration of a random forest model in terms of macro-averaged precision, recall and f1-score, in the patient-level setting

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

Iterations No.

Precision

Recall

f1-score

1

0.83

0.78

0.80

2

0.85

0.80

0.82

3

0.86

0.81

0.83

4

0.86

0.84

0.85

5

0.87

0.81

0.83