Understanding Decision Tree Classification with Scikit-Learn

Gini Index, Pipeline and GridSearchCV

Trees! (Source: Author’s Own Work)

Decision trees are one of the most fundamental Machine Learning tools which are used for both classification and regression tasks. In this post, I will cover:

1. Decision tree algorithm with Gini Impurity as a criterion to measure the split.