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

Table 2 Hyperparameters of the FLAIR + FastTEXT-based model

Hyperparameter	Value
Hidden size	256
Batch size	512
Learning rate	0.1
Max_epochs	5
Locked_dropout	0.5
Word_dropout	0.05
Patience	3
Anneal_factor	0.5
RNN layers	1
Optimizer	Stochastic gradient descent (SGD)

ISSN: 1472-6947