Originally posted by Sam Flynn
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josiah willard gibbs
1839-1903
I'm just starting exam marking, so will be a while before I get the chance, but I've worked out some things that I think have the potential to improve the predictive performance of Dr. Watson. Once I get the chance to implement the changes to the code, I can do the analysis to see if things do get better, get worse, or just move sideways. Given the complexity of the problem, it's hard to know how a change with regards to a predictor will interact with all the others. Sometimes it's redundant with what is already included, sometimes it interferes, and occasionally it results in an improvement. If it does result in an improved performance, I'll update things here and we can re-look at this. Most likely, it won't change things dramatically. Hopefully it won't just be another idea that gets shown to be inadequate. 

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