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A Program Package for Classification with an IBM PC

  • Conference paper
Hector

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Abstract

A professional classification program package for IBM-PC has been developed. It consists of two parts. The first part stands for data edit, data preprocessing and multivariate cluster test. The second part is the classification itself. This program includes three different classifiers: Bayes, weighted vector difference, and kNN-classifier. The first step is a “learn process” by means of mean value vectors, covariance matrices etc. The second step classifies a new object to one of the learn-classes or rejects it. The program processing is fully menu driven. Classification of body surface potential maps demonstrate the performance of this package.

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Literature

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Author information

Authors and Affiliations

  1. University of Karlsruhe, Germany

    G. Schoffa

Authors
  1. G. Schoffa
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Editor information

Editors and Affiliations

  1. IBM European Networking Center, Tiergartenstraße 15, D-6900, Heidelberg, Germany

    B. Krause

  2. Rechenzentrum der, Universität Karlsruhe, Am Zirkel 2, D-7500, Karlsruhe, Germany

    A. Schreiner

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© 1988 Springer-Verlag Berlin Heidelberg

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Schoffa, G. (1988). A Program Package for Classification with an IBM PC. In: Krause, B., Schreiner, A. (eds) Hector. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-73576-9_15

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  • DOI: https://doi.org/10.1007/978-3-642-73576-9_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-19138-4

  • Online ISBN: 978-3-642-73576-9

  • eBook Packages: Springer Book Archive

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