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Understanding Regression Evaluation Metrics

Understanding Regression Evaluation Metrics

Unlike classification problems, regression models predict continuous values.

Therefore, traditional accuracy measures are not suitable.

Instead, regression models are evaluated using specialized metrics such as:

  • R² Score
  • Mean Absolute Error (MAE)

These metrics help determine how closely the predicted values match the actual values.