Package elki.outlier

Class GaussianModel

  • All Implemented Interfaces:
    Algorithm, OutlierAlgorithm

    @Title("Gaussian Model Outlier Detection")
    @Description("Fit a multivariate gaussian model onto the data, and use the PDF to compute an outlier score.")
    public class GaussianModel
    extends java.lang.Object
    implements OutlierAlgorithm
    Outlier detection based on the probability density of the single normal distribution.
    Since:
    0.3
    Author:
    Lisa Reichert
    • Field Detail

      • invert

        private boolean invert
        Invert the result
    • Constructor Detail

      • GaussianModel

        public GaussianModel​(boolean invert)
        Constructor with actual parameters.
        Parameters:
        invert - inversion flag.