Taylor Scott Amarel

Experienced developer and technologist with over a decade of expertise in diverse technical roles. Skilled in data engineering, analytics, automation, data integration, and machine learning to drive innovative solutions.

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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