Record Class HDBSCAN.Options

java.lang.Object
java.lang.Record
smile.clustering.HDBSCAN.Options
Record Components:
minPoints - the number of neighbors for core-distance estimation.
minClusterSize - the minimum cluster size used in hierarchy condensing.
Enclosing class:
HDBSCAN<T>
public static record HDBSCAN.Options(int minPoints, int minClusterSize) extends Record
HDBSCAN hyperparameters.

  • Constructor Details

    • Options

      public Options(int minPoints, int minClusterSize)
      Constructor.

  • Method Details

    • toProperties

      public Properties toProperties()
      Returns the persistent set of hyperparameters.
      Returns:
      the persistent set.

    • of

      public static HDBSCAN.Options of(Properties props)
      Returns the options from properties.
      Parameters:
      props - the hyperparameters.
      Returns:
      the options.

    • toString

      public final String toString()
      Returns a string representation of this record class. The representation contains the name of the class, followed by the name and value of each of the record components.
      Specified by:
      toString in class Record
      Returns:
      a string representation of this object

    • hashCode

      public final int hashCode()
      Returns a hash code value for this object. The value is derived from the hash code of each of the record components.
      Specified by:
      hashCode in class Record
      Returns:
      a hash code value for this object

    • equals

      public final boolean equals(Object o)
      Indicates whether some other object is "equal to" this one. The objects are equal if the other object is of the same class and if all the record components are equal. All components in this record class are compared with the compare method from their corresponding wrapper classes.
      Specified by:
      equals in class Record
      Parameters:
      o - the object with which to compare
      Returns:
      true if this object is the same as the o argument; false otherwise.

    • minPoints

      public int minPoints()
      Returns the value of the minPoints record component.
      Returns:
      the value of the minPoints record component

    • minClusterSize

      public int minClusterSize()
      Returns the value of the minClusterSize record component.
      Returns:
      the value of the minClusterSize record component