juniorCurse of Dimensionality
What is feature explosion?
Updated May 15, 2026
Short answer
Rapid growth of feature space with transformations.
Deep explanation
Polynomial features increase dimensionality exponentially.
Real-world example
Text n-gram generation.
Common mistakes
- Creating unnecessary high-degree features.
Follow-up questions
- Why is it harmful?
- How to control it?