A review of supervised machine learning algorithms and their applications to ecological data

► We give a simple description of statistical learning principles for modeling and prevision. ► We make an overview of recent and promising learning methods for ecological modeling. ► We analyze a real application, illustrating some models' outputs, and comparing their prediction results.