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Table 12 Classification report: evaluation results for Problem (b) (Predict No Dementia, Minimal or Mild Dementia and Moderate or Severe Dementia) using decision-tree model in terms of precision, recall and f1-score for baseline.

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

 

Decision tree model

Precision

Recall

f1-score

Support

No-Dementia

0.92

0.95

0.94

677

Minimal or mild dementia

0.78

0.73

0.76

423

Moderate or severe dementia

0.73

0.74

0.74

261

Macro avg

0.81

0.81

0.81

1361

Weighted avg

0.84

0.84

0.84

1361