Modelling the potential distribution of an invasive mosquito species: comparative evaluation of four machine learning methods and their combinations

•The evaluated models are able to predict the potential occurrence of an invasive species.•The Hasse diagram technique proves to be useful to compare machine learning methods.•A specific combination of machine learning methods is superior to a single model.•The random combination of models can be inferior to the output of a single model.