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Data Science · Glossary

Model Evaluation

The process of measuring how well a machine learning model performs, using metrics appropriate to the task.

Choosing the right evaluation metric matters — accuracy alone can be misleading, especially with imbalanced data, which is why precision, recall, and other metrics are used depending on context.

Want to actually work with Model Evaluation? This concept is covered hands-on in our Machine Learning Track program — not just defined, but practiced.
View Machine Learning Track
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