Comment by lokimedes

When I worked at CERN around 2010, Boosted Decision Trees were the most popular classifier, exactly due to the (potential for) explainability along with its power of expression. We had a cultural aversion for neural networks back then, especially if the model was used in physics analysis directly. Times have changed…