title: Information gain vs minimizing entropy
body: <p>In what scenario is maximizing of information gain not equivalent to minimizing of entropy? The broader question is why do we need the concept of information gain? Is it not sufficient to work only with entropy to decide the next optimal attribute of a decision tree?</p>