Machine Learning — Medium
Key points
- Information gain quantifies the improvement in splitting data based on a feature
- It helps to select the best feature for splitting at each node
- Higher information gain indicates a more effective split
- It is crucial for building decision trees that accurately classify data
Ready to go further?
Related questions