Predicting important classes of chemokine family based on kernel method

► The first study to apply kernel method to predict two main types of chemokine family. ► We examine changes in the selection of kernel parameters. ► Prediction performance depends on suitable features and kernel parameters. ► The kernel method is an optimal strategy for chemokine family identification.