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Optimal Feature Discovery: Better, Leaner Machine Learning Models Through Information Theory
Introduction Suppose you own a production ML model that already works reasonably welTheory know that adding relevant and diverse sources of signal to your model is a sure way to boost performance, but finding new features that actually improve performance