An extensive reference into commonly used regression evaluation metrics and their practical applications across various scenarios — As a data scientist, evaluating the performance of machine learning models is a crucial aspect of your work. To do so effectively, you have a wide range of statistical metrics at your disposal, each with its own unique strengths and weaknesses. By developing a solid understanding of these metrics, you…