How to Compare Data Scalers with Cross-Validation in Python
Use a leakage-safe scikit-learn Pipeline and GridSearchCV to compare no scaling, standard scaling, and robust scaling for a K-nearest neighbors regression model, then evaluate the selected route once on held-out synthetic service-visit data.
July 19, 2026 in Machine Learning, Python by Mehdi Lotfinejad11 minutes