We developed a genome-based machine-learning approach for discrimination between vancomycin-intermediate Staphylococcus aureus (VISA) and vancomycin-susceptible S. aureus (VSSA) using whole-genome sequences.
Here we apply an SVM classifier to distinguishing Staphylococcus aureus sequencing projects from other pathogens, including closely related Staphylococci.