3.4. Metrics and scoring: quantifying the quality of predictions3.4. Metrics and scoring: quantifying the quality of predictions# 3.4.1. Which scoring function should I use?# Before we take a closer look into the details of the many scores and evaluation metrics, we want to give some guidance, inspired by statistical decision theory, on the choice of scoring functions for supervised learning, see [Gneiting2009]: Which scoring function should I use? Which scori
