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Regularization (L1/L2 intuition)
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431.
L1 Penalty Term
easy
L1 regularization adds which penalty term to the loss function?
A
The sum of the squared values of the model coefficients multiplied by a regularization strength λ
B
The sum of the absolute values of the model coefficients multiplied by a regularization strength λ
C
The square root of the sum of squared coefficients multiplied by a regularization strength λ
D
The maximum absolute coefficient value multiplied by a regularization strength λ
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