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. Author manuscript; available in PMC: 2024 Dec 11.
Published in final edited form as: Proc (IEEE Int Conf Healthc Inform). 2023 Dec 11;2023:581–587. doi: 10.1109/ichi57859.2023.00104

TABLE IV.

Comparison of Models with Precision (P), Recall (R), F-score (F), Accuracy AND MCC. averaged over 10-fold cross-validation.

Model P R F Accuracy MCC
Word2Vec + AdaBoost 0.76 0.83 0.80 0.75 0.46
Word2Vec + RF 0.83 0.82 0.82 0.79* 0.57
Word2Vec + GradientBoost 0.78 0.81 0.80 0.75 0.48
LSTM 0.68 0.91 0.78 0.71 0.47
GRU 0.66 0.83 0.73 0.67 0.44
BERT 0.88 0.73 0.80 0.76* 0.51