Fig. 5

Comparison of the support vector machine-based prediction models on the training–testing and the independent datasets. The striped bars correspond to the Matthews correlation coefficient (MCC) values obtained for the models on the training–testing dataset and the solid line joins the MCC values of the models on the independent dataset. For each model, the MCC values for the training–testing dataset and the independent dataset are comparable indicating the reliable prediction capabilities of the models