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

Table 6. Experiment results of Word2Vec embedding model with deep learning algorithms for ACPs250 dataset.

The best accuracy percentages are represented in bold letters.

MODELS ACC SEN SPE MCC AUC
WS+CNN 57.99 59.95 57.04 16.03 62.37
WC+CNN 74.00 72.34 79.56 41.89 81.23
WS+LSTM 75.99 72.68 81.23 50.96 85.79
WC+LSTM 73.00 71.42 74.23 47.78 81.06
WS+BiLSTM 87.50 86.12 89.67 76.13 93.45
WC+BiLSTM 90.00 92.50 87.50 79.08 94.25