Change Point Modelling

When we started talking, you'd mention a lot of your researches about analyzing the quality of machine learning models. What are some of the ways in which people benefit from that work? Thig depends on the context. But i think t doesn't have to be that kind of context. That can just be helping data scientists develop their models. I mean, that's a good enough goal in its end.