Research Article

Prediction of Antimicrobial Peptides Based on Sequence Alignment and Support Vector Machine-Pairwise Algorithm Utilizing LZ-Complexity

Table 6

The performance comparison of both integrated algorithms on jackknife test.

AlgorithmType of training setNumber of predicted sequencesACMCC

Sequence alignment + SVM-LZ complexity pairwiseNormal1276695.28%87.25%88.98%0.736
ā€‰<0.7973188.74%79.17%80.02%0.437
Sequence alignment + feature selection [9]<0.7973180.23 %94.59 %93.31 %0.7312