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Common Model Evaluation Metrics

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Problem

Scenario

You are discussing how to assess whether a machine learning model is performing well. The interviewer wants to hear the main metrics you would use and when each one is appropriate.

Question

What are some common metrics to evaluate the performance of a machine learning model?