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What is the difference between Information Gain and Entropy?

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Entropy shows the level of disorganization in your data and reduces with increasing proximity to the leaf node. Information gain depends on a reduction in entropy following the spilling of a dataset on an attribute. Information gain increases with proximity to the leaf node.

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