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Which regularisation technique performs automatic feature selection?

  1. A L1 (Lasso)
  2. B L2 (Ridge)
  3. C Dropout
  4. D Batch normalisation
Answer

L1 (Lasso)

L1 drives some coefficients to exactly zero. L2 shrinks all coefficients but never eliminates them entirely.

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