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

Table 5. Experiment results of GloVe and OHE embedding models with deep learning algorithms for independent dataset.

The best accuracy percentages are represented in bold letters.

MODELS ACC SEN SPE MCC AUC
GL+CNN 82.81 90.90 74.19 66.24 82.55
GL+LSTM 84.37 79.69 88.57 72.59 84.87
GL+BiLSTM 85.93 88.92 93.54 72.87 86.16
OHE+CNN 75.16 85.23 82.54 77.08 84.19
OHE+LSTM 57.81 58.36 67.46 51.17 60.09
OHE+BiLSTM 82.81 86.13 84.74 78.09 82.35