Random Forests

not to get lost in

Louppe, Gilles. “Understanding random forests: From theory to practice,” 2015. https://arxiv.org/abs/1407.7502 .

an in-depth analysis of random forests, consistently calling into question each and every part of the algorithm, in order to shed new light on its learning capabilities, inner workings and interpretability