πŸ“Š Machine Learning (ML)
Q. Suppose you have fitted a complex regression model on a dataset. Now, you are using Ridge regression with tuning parameter lambda to reduce its complexity. Choose the option(s) below which describes relationship of bias and variance with lambda.
  • (A) in case of very large lambda; bias is low, variance is low
  • (B) in case of very large lambda; bias is low, variance is high
  • (C) in case of very large lambda; bias is high, variance is low
  • (D) in case of very large lambda; bias is high, variance is high
πŸ’¬ Discuss
βœ… Correct Answer: (C) in case of very large lambda; bias is high, variance is low

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