Species distribution modelling for conservation planning in Victoria, Australia

► We developed a strategy to model species distributions using random forest. ► Pseudo-absences were selected by filtering random points with a profile model. ► Six accuracy measures were proved to be suitable for presence-only data. ► A threshold selection method suitable for presence-only data was introduced.