Some Inequalities Between Distance Measures for Feature Evaluation

Godfried Toussaint

    Research output: Contribution to journalArticle

    Abstract

    Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.

    Original languageEnglish (US)
    Pages (from-to)409-410
    Number of pages2
    JournalIEEE Transactions on Computers
    VolumeC-21
    Issue number4
    DOIs
    StatePublished - Jan 1 1972

    Fingerprint

    Distance Measure
    Evaluation
    Divergence
    Coefficient

    Keywords

    • Bhattacharyya coefficient
    • distance measures
    • evaluation
    • feature
    • interset feature selection criteria
    • Kolmogorov variational distance
    • Kullback divergence
    • Matusita distance
    • pattern recognition

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • Software
    • Hardware and Architecture
    • Computational Theory and Mathematics

    Cite this

    Some Inequalities Between Distance Measures for Feature Evaluation. / Toussaint, Godfried.

    In: IEEE Transactions on Computers, Vol. C-21, No. 4, 01.01.1972, p. 409-410.

    Research output: Contribution to journalArticle

    Toussaint, Godfried. / Some Inequalities Between Distance Measures for Feature Evaluation. In: IEEE Transactions on Computers. 1972 ; Vol. C-21, No. 4. pp. 409-410.
    @article{9a79308aab4649b7b0a4a7d52a5200fb,
    title = "Some Inequalities Between Distance Measures for Feature Evaluation",
    abstract = "Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.",
    keywords = "Bhattacharyya coefficient, distance measures, evaluation, feature, interset feature selection criteria, Kolmogorov variational distance, Kullback divergence, Matusita distance, pattern recognition",
    author = "Godfried Toussaint",
    year = "1972",
    month = "1",
    day = "1",
    doi = "10.1109/TC.1972.5008991",
    language = "English (US)",
    volume = "C-21",
    pages = "409--410",
    journal = "IEEE Transactions on Computers",
    issn = "0018-9340",
    publisher = "IEEE Computer Society",
    number = "4",

    }

    TY - JOUR

    T1 - Some Inequalities Between Distance Measures for Feature Evaluation

    AU - Toussaint, Godfried

    PY - 1972/1/1

    Y1 - 1972/1/1

    N2 - Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.

    AB - Some inequalities are derived between the Kullback divergence, the Bhattacharyya coefficient, the Matusita distance, and the Kolmogorov variational distance.

    KW - Bhattacharyya coefficient

    KW - distance measures

    KW - evaluation

    KW - feature

    KW - interset feature selection criteria

    KW - Kolmogorov variational distance

    KW - Kullback divergence

    KW - Matusita distance

    KW - pattern recognition

    UR - http://www.scopus.com/inward/record.url?scp=0015331286&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=0015331286&partnerID=8YFLogxK

    U2 - 10.1109/TC.1972.5008991

    DO - 10.1109/TC.1972.5008991

    M3 - Article

    VL - C-21

    SP - 409

    EP - 410

    JO - IEEE Transactions on Computers

    JF - IEEE Transactions on Computers

    SN - 0018-9340

    IS - 4

    ER -