Class KNNKernelDensityMinimaClustering.Par

    • Field Detail

      • DIM_ID

        public static final OptionID DIM_ID
        Dimension to use for clustering.
      • KERNEL_ID

        public static final OptionID KERNEL_ID
        Kernel function.
      • MODE_ID

        public static final OptionID MODE_ID
        KDE mode.
      • K_ID

        public static final OptionID K_ID
        Number of neighbors for bandwidth estimation.
      • WINDOW_ID

        public static final OptionID WINDOW_ID
        Half window width to find local minima.
      • dim

        protected int dim
        Dimension to use for clustering.
      • k

        protected int k
        Number of neighbors to use for bandwidth.
      • minwindow

        protected int minwindow
        Window width, for local minima criterions.
    • Constructor Detail

      • Par

        public Par()
    • Method Detail

      • configure

        public void configure​(Parameterization config)
        Description copied from interface: Parameterizer
        Configure the class.

        Note: the status is collected by the parameterization object, so that multiple errors may arise and be reported in one run.

        Specified by:
        configure in interface Parameterizer
        config - Parameterization
      • make

        public KNNKernelDensityMinimaClustering make()
        Description copied from interface: Parameterizer
        Make an instance after successful configuration.

        Note: your class should return the exact type, only this very broad interface should use Object as return type.

        Specified by:
        make in interface Parameterizer
        a new instance