Machine Learning, Decision Tree, Explainable Ai, Beginners Guide, Understanding.
every point until it has only homogeneous groups. This can lead to overfitting if we don’t limit the size of the tree for example. (The tree is learning by heart the training set instead of understanding it which will prevent him from making good predictions on the testing set). On the graph above