Lecture 10: Regression metrics

Metrics for Regression

Slides

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Outline

  • Recap: Classification metrics
  • Ridge and RidgeCV.
  • alpha hyperparameter of Ridge
  • MSE, RMSE, MAPE
  • Apply log-transform on the target values in a regression problem with TransformedTargetRegressor