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Table 6 Analysis of strong features

From: InflANNet: a neural network predictor for Influenza A CTL and HTL epitopes to aid robust vaccine design

 

CTL model % accuracy

HTL model % accuracy

Try 1: Peptide only

86

98

Try 2: Peptide, GRAVY, pI, Aliphatic Index

85

99

Try 3: Binding affinity, Immunogenicity

99

99

With all features (Original model)

99.5

99