Class OutRankS1

  • All Implemented Interfaces:
    Algorithm, OutlierAlgorithm

    @Title("OutRank: ranking outliers in high dimensional data")
    @Description("Ranking outliers in high dimensional data - score 1")
    @Reference(authors="E. M\u00fcller, I. Assent, U. Steinhausen, T. Seidl",
               title="OutRank: ranking outliers in high dimensional data",
               booktitle="Proc. 24th Int. Conf. on Data Engineering (ICDE) Workshop on Ranking in Databases (DBRank)",
               url="https://doi.org/10.1109/ICDEW.2008.4498387",
               bibkey="DBLP:conf/icde/MullerASS08")
    public class OutRankS1
    extends java.lang.Object
    implements OutlierAlgorithm
    OutRank: ranking outliers in high dimensional data.

    Algorithm to score outliers based on a subspace clustering result. This class implements score 1 of the OutRank publication, which is a score based on cluster sizes and cluster dimensionality.

    Reference:

    E. Müller, I. Assent, U. Steinhausen, T. Seidl
    OutRank: ranking outliers in high dimensional data
    In Proceedings 24th International Conference on Data Engineering (ICDE) Workshop on Ranking in Databases (DBRank)

    Since:
    0.5.0
    Author:
    Erich Schubert