Figure 4.

Comparison of ensemble of SVMs and single SVM from balanced data for N-linked glycosylation using local sequence identity. ROC curves for ensemble of SVMs and single SVM trained on the "altered" distribution of the data obtained by randomly selecting a subset of non-glycosylation sites equal in size with the set of glycosylation sites for N-linked glycosylation using local sequence identity with 0/1 String Kernel.