Enum KmeansFlagsEnum

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Comparable<KmeansFlagsEnum>

    public enum KmeansFlagsEnum
    extends java.lang.Enum<KmeansFlagsEnum>
    • Enum Constant Summary

      Enum Constants 
      Enum Constant Description
      KMEANS_PP_CENTERS
      Use kmeans++ center initialization by Arthur and Vassilvitskii [Arthur2007].
      KMEANS_RANDOM_CENTERS
      Select random initial centers in each attempt.
      KMEANS_USE_INITIAL_LABELS
      During the first (and possibly the only) attempt, use the user-supplied labels instead of computing them from the initial centers.
    • Field Summary

      Fields 
      Modifier and Type Field Description
      int value  
    • Method Summary

      All Methods Static Methods Concrete Methods 
      Modifier and Type Method Description
      static KmeansFlagsEnum valueOf​(java.lang.String name)
      Returns the enum constant of this type with the specified name.
      static KmeansFlagsEnum[] values()
      Returns an array containing the constants of this enum type, in the order they are declared.
      • Methods inherited from class java.lang.Enum

        clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf
      • Methods inherited from class java.lang.Object

        getClass, notify, notifyAll, wait, wait, wait
    • Enum Constant Detail

      • KMEANS_RANDOM_CENTERS

        public static final KmeansFlagsEnum KMEANS_RANDOM_CENTERS
        Select random initial centers in each attempt.
      • KMEANS_PP_CENTERS

        public static final KmeansFlagsEnum KMEANS_PP_CENTERS
        Use kmeans++ center initialization by Arthur and Vassilvitskii [Arthur2007].
      • KMEANS_USE_INITIAL_LABELS

        public static final KmeansFlagsEnum KMEANS_USE_INITIAL_LABELS
        During the first (and possibly the only) attempt, use the user-supplied labels instead of computing them from the initial centers. For the second and further attempts, use the random or semi-random centers. Use one of KMEANS_\*_CENTERS flag to specify the exact method.
    • Field Detail

      • value

        public final int value
    • Method Detail

      • values

        public static KmeansFlagsEnum[] values()
        Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:
        for (KmeansFlagsEnum c : KmeansFlagsEnum.values())
            System.out.println(c);
        
        Returns:
        an array containing the constants of this enum type, in the order they are declared
      • valueOf

        public static KmeansFlagsEnum valueOf​(java.lang.String name)
        Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
        Parameters:
        name - the name of the enum constant to be returned.
        Returns:
        the enum constant with the specified name
        Throws:
        java.lang.IllegalArgumentException - if this enum type has no constant with the specified name
        java.lang.NullPointerException - if the argument is null