You're working with a dataset where two features, 'age' and 'years of experience', have a high correlation. Which problem does this situation exemplify?

  • Data leakage
  • Multicollinearity
  • Overfitting
  • Underfitting
This situation exemplifies multicollinearity, a condition where two or more predictors in a multiple regression model are highly correlated. This high correlation means that 'age' and 'years of experience' provide similar information in predicting the dependent variable.
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