Skip to main content
. 2024 Feb 20;10:e1831. doi: 10.7717/peerj-cs.1831

Table 7. Experiment results of Word2Vec embedding model with deep learning algorithms for independent dataset.

The best accuracy percentages are represented in bold letters.

MODELS ACC SEN SPE MCC AUC
WS+CNN 57.81 55.29 60.33 14.17 57.98
WC+CNN 84.25 80.10 68.36 52.47 83.05
WS+LSTM 88.75 89.25 88.31 77.48 93.65
WC+LSTM 86.51 82.62 90.74 72.83 91.25
WS+BiLSTM 89.06 88.88 89.37 77.65 94.05
WC+BiLSTM 92.31 93.79 91.52 84.62 96.55