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Table 11 Classification report: evaluation results for Problem (a) (Predict No-Dementia and 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

0.90

0.94

0.92

677

Dementia

0.94

0.89

0.92

684

macro avg

0.92

0.92

0.92

1361

weighted avg

0.92

0.92

0.92

1361