Scott Powers

Models in the War Room: Translating random forest predictions into player comps

Interpretability is important for the adoption of complex predictive models, particularly in the “war rooms” where sports executives discuss high-stakes decisions while balancing model predictions with qualitative scouting. Especially in the context of player entry drafts, scouts often explain their assessments of pr...