Implemented ElasticNet Regression, combining L1 and L2 regularization to handle multicollinearity and improve robustness. Evaluated using R² score (~0.64) and residual distribution analysis on real-world housing data.
machine-learning supervised-learning multicollinearity regularized-regression elasticnet-regression l1-l2-regularization
-
Updated
Feb 1, 2026 - Jupyter Notebook