Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models

Table 4 Evaluation Metrics Equations for NER

Metric	Equation
Precision	\({\text{P}}={\text{TP}}/({\text{TP}}+{\text{FP}})\)
Recall	\({\text{R}}={\text{TP}}/({\text{TP}}+{\text{FN}})\)
F1-Score	\({\text{F}}1=2 {\text{P}}{\text{R}}/({\text{P}}+{\text{R}})\)

ISSN: 1472-6947