MeanVar NormalizerΒΆ

The documentation is generated based on the sources available at dotnet/machinelearning and released under MIT License.

Type: datatransform Aliases: MeanVarNormalizer, MeanVar, ZScoreNormalizer, ZScore, GaussianNormalizer, Gaussian Namespace: Microsoft.ML.Runtime.Data Assembly: Microsoft.ML.Data.dll Microsoft Documentation: MeanVar Normalizer

Description

Normalizes the data based on the computed mean and variance of the data.

Parameters

Name Short name Default Description
column col   New column definition(s) (optional form: name:src)
fixZero zero True Whether to map zero to zero, preserving sparsity
maxTrainingExamples maxtrain 1000000000 Max number of examples used to train the normalizer
useCdf cdf False Whether to use CDF as the output