PMC

The query sequence is encoded by different coding schemes to obtain (a₁a₂•), (b₁b₂•), and (c₁c₂•), which are used to train the SVM classifiers. We combine votes from these classifiers and use the jury votes to determine the final assignment. We use four coding schemes in this work, which are A₁, A₂, X₄, and F₃X₅. Because we use the one-against-one methods, we construct 40 SVM classifiers for the prediction of five subcellular localization sites.