BMC Medical Informatics and Decision Making

Table 6 Evaluation results for Problem (a) (Predict No-Dementia and 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	0.96	0.96	0.96
2	0.95	0.95	0.95
3	0.95	0.95	0.95
4	0.96	0.95	0.95
5	0.96	0.96	0.96

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ISSN: 1472-6947

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