Class AverageSilhouetteCoefficient

  • All Implemented Interfaces:
    adams.core.AdditionalInformationHandler, adams.core.Destroyable, adams.core.GlobalInfoSupporter, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.option.OptionHandler, adams.core.SizeOfHandler, adams.core.TechnicalInformationHandler, Serializable

    public class AverageSilhouetteCoefficient
    extends AbstractClustererPostProcessor
    implements adams.core.TechnicalInformationHandler
    Computes the average Silhouette coefficient for the clusters.
    Author:
    FracPete (fracpete at waikato dot ac dot nz), Eibe Frank (original Groovy code on Weka mailing list)
    See Also:
    Serialized Form
    • Field Detail

      • VALUE_AVERAGE_SILHOUETTE_COEFFICIENT

        public static final String VALUE_AVERAGE_SILHOUETTE_COEFFICIENT
        the key in the container.
        See Also:
        Constant Field Values
      • m_DistanceFunction

        protected weka.core.DistanceFunction m_DistanceFunction
        the distance function to use.
    • Constructor Detail

      • AverageSilhouetteCoefficient

        public AverageSilhouetteCoefficient()
    • Method Detail

      • globalInfo

        public String globalInfo()
        Returns a string describing the object.
        Specified by:
        globalInfo in interface adams.core.GlobalInfoSupporter
        Specified by:
        globalInfo in class adams.core.option.AbstractOptionHandler
        Returns:
        a description suitable for displaying in the gui
      • getTechnicalInformation

        public adams.core.TechnicalInformation getTechnicalInformation()
        Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
        Specified by:
        getTechnicalInformation in interface adams.core.TechnicalInformationHandler
        Returns:
        the technical information about this class
      • defineOptions

        public void defineOptions()
        Adds options to the internal list of options.
        Specified by:
        defineOptions in interface adams.core.option.OptionHandler
        Overrides:
        defineOptions in class adams.core.option.AbstractOptionHandler
      • setDistanceFunction

        public void setDistanceFunction​(weka.core.DistanceFunction value)
        Sets the distance function to use.
        Parameters:
        value - the function
      • getDistanceFunction

        public weka.core.DistanceFunction getDistanceFunction()
        Returns the distance function to use.
        Returns:
        the function
      • distanceFunctionTipText

        public String distanceFunctionTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.