Selecting the Right Cross-Validation Technique and Model Performance Metrics for Regression Tasks
Introduction: The Importance of Rigorous Regression Model Evaluation In the rapidly evolving landscape of data science, building accurate and reliable regression models is paramount. However, simply training a model on a dataset isn’t enough. We need robust methods to assess its performance and ensure it generalizes well to unseen data. This is where cross-validation and