Looking Beyond Data: Information-theory based criteria to evaluate different machine-learning approaches for hydrological problems


Benjamin Mewes1, Henning Oppel1, Andreas J Hartmann2 and Andreas H Schumann3, (1)Ruhr University Bochum, Chair of Hydrology, Water Resource Management & Environmental Engineering, Bochum, Germany, (2)University of Bristol, Bristol, United Kingdom, (3)Ruhr University Bochum, Bochum, Germany