Unit Variance

Affine normalizer that scales each feature column to unit variance without recentering it.

  • offset: none (zero).

  • scale: the reciprocal of the column standard deviation.

Usage

Selected as name: unit-variance. Takes no options.

components:
  normalizer:
    name: unit-variance
    kwargs: {}