Decision Tree, Entropy, Information Gain, Gini Index.
following: 1. What is a decision tree: root node, sub nodes, terminal/leaf nodes 2. Splitting criteria: Entropy, Information Gain vs Gini Index 3. How do sub nodes split 4. Why do trees overfit and how to stop this 5. How to predict using a decision tree So, let’s get demonstrating… 1. What does a