Description Usage Arguments Details Value
Defines an L1 regularizer with optional per-feature weights
1 |
l1 |
coefficient for the L1-norm penalty |
d |
p-by-1 vector of feature weights |
The L1 regularization term is defined by
R1(w) = λ_1 ∑_j d_j |w_j|
A regularizer definition that can be combined with a model definition using + operator
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