How to out-perform default random forest regression: choosing hyperparameters for applications in large-sample hydrology

Divya K. Bilolikar, Aishwarya More, Aella Gong +1

Predictions are a central part of water resources research. Historically, physically-based models have been preferred; however, they have largely failed at modeling hydrological pr…