Building a robust process that creates a model fitting signal and not noise is very tough. It becomes philosophical for some problems, such as forecasting. Ov

Building a robust process that creates a model fitting signal and not noise is very tough. It becomes philosophical for some problems, such as forecasting. Over-fitting is dismissed as an amateur mistake when it really is an endemic problem you are constantly battling no matter how good you are.