Table 3. Performance metrics of machine learning models for identifying the honeymoon phase in type 1 diabetes .

Model	Accuracy	Sensitivity	Specificity	Precision	Recall	F1 score
LSTM	88%	85%	90%	86%	85%	85%
Transformer	91%	89%	92%	90%	89%	89%
Random forest	87%	84%	89%	85%	84%	84%
Gradient boosting	89%	86%	91%	88%	86%	87%

LSTM: long short-term memory