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. 2021 May 29;22:288. doi: 10.1186/s12859-021-04206-4

Table 1.

Evaluation results of different deep learning models

Classifiers AUROC MCC ACC Precision Recall
CNNWord2vec 0.8214 0.5098 0.7458 0.8348 0.6102
LSTMWord2vec 0.8430 0.5368 0.7650 0.8155 0.6821
BiLSTMWord2vec 0.8510 0.5497 0.7695 0.8361 0.6678

The evaluation indexes with BiLSTM better than LSTM and CNN are show in bold