Interface Normalization<O>

    • Method Summary

      All Methods Instance Methods Default Methods 
      Modifier and Type Method Description
      default O restore​(O featureVector)
      Transforms a feature vector to the original attribute ranges.
      default LinearEquationSystem transform​(LinearEquationSystem linearEquationSystem)
      Transforms a linear equation system describing linear dependencies derived on the normalized space into a linear equation system describing linear dependencies quantitatively adapted to the original space.
    • Method Detail

      • restore

        default O restore​(O featureVector)
                   throws NonNumericFeaturesException
        Transforms a feature vector to the original attribute ranges.
        Parameters:
        featureVector - a feature vector to be transformed into original space
        Returns:
        a feature vector transformed into original space corresponding to the given feature vector
        Throws:
        NonNumericFeaturesException - feature vector is not compatible with values initialized during normalization
      • transform

        default LinearEquationSystem transform​(LinearEquationSystem linearEquationSystem)
                                        throws NonNumericFeaturesException
        Transforms a linear equation system describing linear dependencies derived on the normalized space into a linear equation system describing linear dependencies quantitatively adapted to the original space.
        Parameters:
        linearEquationSystem - the linear equation system to be transformed
        Returns:
        a linear equation system describing linear dependencies derived on the normalized space transformed into a linear equation system describing linear dependencies quantitatively adapted to the original space
        Throws:
        NonNumericFeaturesException - if specified linear equation system is not compatible with values initialized during normalization