Research Article

A Deep Learning Approach for Predicting Antigenic Variation of Influenza A H3N2

Table 2

The prediction results obtained from different deep learning models with the position feature alone and in combination with the other three features.

ModelAgreement (%)Sensitivity (%)Specificity (%)MCC

Position95.7395.1896.120.914
Position-epitope97.1696.8597.340.939
Position-Gly95.0293.8495.750.895
Position-RBD94.7492.4296.440.892