Soccer, Machine Learning, Geometry.
to now, we have ignored a very important factor which determines if a shot is a goal or not: the defending players and the goalkeeper! We can account for these in expected goals model, using tracking data. We can also, using a machine learning model, measure how these factors combine with distance