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mutual information is a concept from information theory. It is a measure of joint dependence between two random variables, which is not, like the usual correlation coefficient, limited to scalar variables.
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votes
Information Gain vs Gain Ratio
If two attributes with different number of possible values (categories), have the same Enthropy, Info Gain cannot differentiate them (Decision tree algorithm will select one of them randomly). In the …