R/regularizers.R

regularizer_l1

L1 and L2 regularization

Description

L1 and L2 regularization

Usage

 
regularizer_l1(l = 0.01) 
 
regularizer_l2(l = 0.01) 
 
regularizer_l1_l2(l1 = 0.01, l2 = 0.01) 

Arguments

Arguments Description
l Regularization factor.
l1 L1 regularization factor.
l2 L2 regularization factor.