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Aug 8, 2017 at 17:58 comment added Brian Spiering Yes! In Machine Learning that process is called feature engineering, the process of finding combinations of features that are related to predicting the variable of interest.
Aug 7, 2017 at 15:44 comment added agn Thanks for the answer. One other question, since the current state is not a good indicator of success, would a more effective way to model be to use the various stats simply as more examples? In other words, determine how strongly each stat correlates with wins/losses and points scored, rather than treating it as a time series model?
Aug 6, 2017 at 0:06 history answered Brian Spiering CC BY-SA 3.0