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Information Gain Original article Information Gain and Mutual Information for Machine Learning \begin{equation} \mathbf{IG}(\mathbf{S}, a) = \mathbf{H}(\mathbf{S}) โ \mathbf{H}(\mathbf{S} | a) \end{equation} Mutual information References Information Gain and Mutual Information for Machine Learning \ An introduction to mutual information - YouTube Concerns the outcome of two random variables. If we know the value of one of the random variables in a system there is a corresponding reduction in...