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May 08, 2025Regression Model Evaluation Metrics: MAE, MSE, RMSE, and R² ExplainedA comprehensive guide to key regression model evaluation metrics. Understand the differences, advantages, and limitations of MAE, MSE, RMSE, and R² to choose the right metric for your machine learning projects.note