Model for Vaccine Design by Prediction of B-Epitopes of IEDB Given Perturbations in Peptide Sequence, In Vivo Process, Experimental Techniques, and Source or Host Organisms

Table 1

Results of QSPR-perturbation model for IEDB B-Epitopes.

Data	Stat.	Pred.	Predicted epitope perturbations
subset	param.	%	𝜆(𝜀𝑖𝑗)=1	𝜆(𝜀𝑖𝑗)=0
𝜆(𝜀𝑖𝑗)=1	Sp	97.0	84607	2660
𝜆(𝜀𝑖𝑗)=0	Sn	93.6	4354	63548
Total train	Ac	95.5
𝜆(𝜀𝑖𝑗)=1	Sp	97.1	28060	840
𝜆(𝜀𝑖𝑗)=0	Sn	93.3	1485	20641
Total cv	Ac	95.4

Bold font is used to highlight the number of cases correctly classified by the model.