Class ALIDEstimator

  • All Implemented Interfaces:
    IntrinsicDimensionalityEstimator<java.lang.Object>

    @Reference(authors="Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi",
               title="Enhanced Estimation of Local Intrinsic Dimensionality Using Auxiliary Distances",
               booktitle="Contributed to ELKI",
               bibkey="tr/nii/ChellyHK16")
    public class ALIDEstimator
    extends java.lang.Object
    implements IntrinsicDimensionalityEstimator<java.lang.Object>
    ALID estimator of the intrinsic dimensionality (maximum likelihood estimator for ID using auxiliary distances).

    Reference:

    Oussama Chelly, Michael E. Houle, Ken-ichi Kawarabayashi
    Enhanced Estimation of Local Intrinsic Dimensionality Using Auxiliary Distances
    Contributed to ELKI

    Since:
    0.7.5
    Author:
    Jonathan von Br√ľnken