Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.

Previous research has shown that the improved capture of the dynamics of the yield curve does not necessarily lead to better hedging. Here we claim that these observations can be explained by the ...