Decision Tree, Entropy, Information Gain, Gini Index.
dots in the image below, then the decision tree works to split the target variable space into sub groups that are more homogenous in terms of having either 1’s or 0’s. Target Variable Splitting process (Image source: author) That is the overall concept. Let us begin with understanding the various