Decision Tree, Entropy, Information Gain, Gini Index.
the decision space into smaller spaces which ultimately become more and more homogenous in the target variable. This ultimately leads to a prediction. Decision Trees offer tremendous flexibility in that we can use both numeric and categorical variables for splitting the target data. Categoric data