**What are the most commonly used performance metrics in evaluating machine learning models, and how do they differ based on the type of problem (e.g., classification vs. regression)?

**What are the most commonly used performance metrics in evaluating machine learning models, and how do they differ based on the type of problem (e.g., classification vs. regression)?
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