Machine Learning, Linear Regression, Algorithms, Data Science, Data Visualization.
that the line passes as close as possible to all the points, minimizing the overall distance (residuals) between the line and each point. Image by Author Step 5: Evaluating Model Performance Once the model is built, it’s crucial to evaluate its performance to ensure its predictive accuracy. 5.1.