Interface StandardScalerParams

All Superinterfaces:
HasInputCol, HasOutputCol, Identifiable, Params, Serializable
All Known Implementing Classes:
StandardScaler, StandardScalerModel

public interface StandardScalerParams extends Params, HasInputCol, HasOutputCol
  • Method Details

    • getWithMean

      boolean getWithMean()
    • getWithStd

      boolean getWithStd()
    • validateAndTransformSchema

      StructType validateAndTransformSchema(StructType schema)
      Validates and transforms the input schema.
    • withMean

      BooleanParam withMean()
      Whether to center the data with mean before scaling. It will build a dense output, so take care when applying to sparse input. Default: false
      Returns:
      (undocumented)
    • withStd

      BooleanParam withStd()
      Whether to scale the data to unit standard deviation. Default: true
      Returns:
      (undocumented)