The Crucial Role of Scaling in Machine Learning: Fairness Among Features
Scaling in machine learning ensures each feature contributes equally to model outcomes. This article explores key methodologies like Min-Max, Standardisation, and Robust Scaling, and how choosing the right method impacts model performance.