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Believe it or not, the strongest features tend to be the most linearly behaved I find.\n\nWhich obviously also implies that the feature vs forward return curve being wiggly only in weak features is a nature of the lack of signal.\n\nYou can find certain non linearities in some specific types of features but generally they map linearly to forward returns