midScikit-Learn
What is feature selection?
Updated May 17, 2026
Short answer
Feature selection chooses important variables for model training.
Deep explanation
It improves performance by removing irrelevant or redundant features.
Real-world example
Used in fraud detection systems.
Common mistakes
- Removing important correlated features.
Follow-up questions
- Difference from PCA?
- Why is it important?