Class ERiC.Settings

  • Enclosing class:
    ERiC

    public static class ERiC.Settings
    extends java.lang.Object
    Class to wrap the ERiC settings.
    Author:
    Erich Schubert
    • Field Summary

      Fields 
      Modifier and Type Field Description
      double delta
      Parameter to specify the threshold for approximate linear dependency: the strong eigenvectors of q are approximately linear dependent from the strong eigenvectors p if the following condition holds for all strong eigenvectors q_i of q (lambda_q < lambda_p): q_i' * M^check_p * q_i <= delta^2, must be a double equal to or greater than 0.
      EigenPairFilter filter
      Filter for Eigenvectors.
      int k
      Neighborhood size.
      int minpts
      Minimum neighborhood size (density).
      PCARunner pca
      Class to compute PCA.
      double tau
      Parameter to specify the threshold for the maximum distance between two approximately linear dependent subspaces of two objects p and q (lambda_q < lambda_p) before considering them as parallel, must be a double equal to or greater than 0.
    • Constructor Summary

      Constructors 
      Constructor Description
      Settings()  
    • Method Summary

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
    • Field Detail

      • k

        public int k
        Neighborhood size.
      • pca

        public PCARunner pca
        Class to compute PCA.
      • delta

        public double delta
        Parameter to specify the threshold for approximate linear dependency: the strong eigenvectors of q are approximately linear dependent from the strong eigenvectors p if the following condition holds for all strong eigenvectors q_i of q (lambda_q < lambda_p): q_i' * M^check_p * q_i <= delta^2, must be a double equal to or greater than 0.
      • tau

        public double tau
        Parameter to specify the threshold for the maximum distance between two approximately linear dependent subspaces of two objects p and q (lambda_q < lambda_p) before considering them as parallel, must be a double equal to or greater than 0.
      • minpts

        public int minpts
        Minimum neighborhood size (density).
    • Constructor Detail

      • Settings

        public Settings()