Decision Tree, Entropy, Information Gain, Gini Index.
to understand the inner workings of Decision Trees. Iris Decision Tree from Scikit Learn ( Image source: sklearn) Decision Trees are a popular and surprisingly effective technique, particularly for classification problems. But, the seemingly intuitive interface hides complexities. The criterion for