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. 2024 Feb 20;10:e1831. doi: 10.7717/peerj-cs.1831

Table 4. Experiment results of GloVe and OHE embedding models with deep learning algorithms for ACP250 dataset.

The best accuracy percentages are represented in bold letters.

MODELS ACC SEN SPE MCC AUC
GL+CNN 81.00 89.00 81.73 71.95 80.31
GL+LSTM 74.00 76.29 74.82 71.48 73.06
GL+BiLSTM 81.99 81.48 82.60 82.93 82.04
OHE+CNN 75.00 76.29 74.67 72.28 73.14
OHE+LSTM 83.99 85.62 88.13 81.59 84.38
OHE+BiLSTM 87.99 88.88 87.95 85.84 87.92