Common Evaluation Metrics for Regression Analysis

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Choosing an evaluation metric to assess model performance is an important element of the data analysis pipeline. By properly selecting an evaluation metric, or equation used to objectively assess a model’s performance, we can get a good idea how closely the results produced by our model match real-world observations. We can use the evaluation metric to determine if improvements should be made to model…