Understanding Linear Regression: Evaluation Metrics, Assumptions, and ML Pipeline

Linear regression is a fundamental machine learning algorithm used for predicting continuous outcomes. To assess its performance and ensure its reliability, we evaluate various metrics, understand its assumptions, and implement it within a structured...