Thanks for the reply! Can you tell me which specific function would be most analogous to the method used here?  I had gone through one of the other great ML intro series with Scikit-Learn on this site, but this pattern matching doesn't seem to be covered - I'm more than happy to do some research once I know where to start - I got hold of a book on statistical pattern recognition, but it's a bit over my head right now!