L2 regularization - AshokBhat/ml GitHub Wiki

About

  • A type of regularization
  • Penalizes weights in proportion to the sum of the squares of the weights
  • Helps drive outlier weights (those with high positive or low negative values) closer to 0 but not quite to 0.
  • Always improves generalization in linear models

See also