Package weka.core

Examples of weka.core.TechnicalInformation


   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
   
    result = new TechnicalInformation(Type.ARTICLE);
    result.setValue(Field.AUTHOR, "le Cessie, S. and van Houwelingen, J.C.");
    result.setValue(Field.YEAR, "1992");
    result.setValue(Field.TITLE, "Ridge Estimators in Logistic Regression");
    result.setValue(Field.JOURNAL, "Applied Statistics");
    result.setValue(Field.VOLUME, "41");
    result.setValue(Field.NUMBER, "1");
    result.setValue(Field.PAGES, "191-201");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation result;
  
    result = new TechnicalInformation(Type.INPROCEEDINGS);
    result.setValue(Field.AUTHOR, "S. Shalev-Shwartz and Y. Singer and N. Srebro");
    result.setValue(Field.YEAR, "2007");
    result.setValue(Field.TITLE, "Pegasos: Primal Estimated sub-GrAdient " +
        "SOlver for SVM");
    result.setValue(Field.BOOKTITLE, "24th International Conference on Machine" +
        "Learning");
    result.setValue(Field.PAGES, "807-814");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.MISC);
    result.setValue(TechnicalInformation.Field.AUTHOR, "Yasser EL-Manzalawy");
    result.setValue(TechnicalInformation.Field.YEAR, "2005");
    result.setValue(TechnicalInformation.Field.TITLE, "WLSVM");
    result.setValue(TechnicalInformation.Field.NOTE, "LibSVM was originally developed as 'WLSVM'");
    result.setValue(TechnicalInformation.Field.URL, "http://www.cs.iastate.edu/~yasser/wlsvm/");
    result.setValue(TechnicalInformation.Field.NOTE, "You don't need to include the WLSVM package in the CLASSPATH");
   
    additional = result.add(Type.MISC);
    additional.setValue(TechnicalInformation.Field.AUTHOR, "Chih-Chung Chang and Chih-Jen Lin");
    additional.setValue(TechnicalInformation.Field.TITLE, "LIBSVM - A Library for Support Vector Machines");
    additional.setValue(TechnicalInformation.Field.YEAR, "2001");
    additional.setValue(TechnicalInformation.Field.URL, "http://www.csie.ntu.edu.tw/~cjlin/libsvm/");
    additional.setValue(TechnicalInformation.Field.NOTE, "The Weka classifier works with version 2.82 of LIBSVM");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
    TechnicalInformation  additional;
   
    result = new TechnicalInformation(Type.INPROCEEDINGS);
    result.setValue(Field.AUTHOR, "S.K. Shevade and S.S. Keerthi and C. Bhattacharyya and K.R.K. Murthy");
    result.setValue(Field.TITLE, "Improvements to the SMO Algorithm for SVM Regression");
    result.setValue(Field.BOOKTITLE, "IEEE Transactions on Neural Networks");
    result.setValue(Field.YEAR, "1999");
    result.setValue(Field.PS, "http://guppy.mpe.nus.edu.sg/~mpessk/svm/ieee_smo_reg.ps.gz");

    additional = result.add(Type.TECHREPORT);
    additional.setValue(Field.AUTHOR, "A.J. Smola and B. Schoelkopf");
    additional.setValue(Field.TITLE, "A tutorial on support vector regression");
    additional.setValue(Field.NOTE, "NeuroCOLT2 Technical Report NC2-TR-1998-030");
    additional.setValue(Field.YEAR, "1998");

    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
   
    result = new TechnicalInformation(Type.INPROCEEDINGS);
    result.setValue(Field.AUTHOR, "Y. Freund and R. E. Schapire");
    result.setValue(Field.TITLE, "Large margin classification using the perceptron algorithm");
    result.setValue(Field.BOOKTITLE, "11th Annual Conference on Computational Learning Theory");
    result.setValue(Field.YEAR, "1998");
    result.setValue(Field.PAGES, "209-217");
    result.setValue(Field.PUBLISHER, "ACM Press");
    result.setValue(Field.ADDRESS, "New York, NY");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
   
    result = new TechnicalInformation(Type.ARTICLE);
    result.setValue(Field.AUTHOR, "B. Uestuen and W.J. Melssen and L.M.C. Buydens");
    result.setValue(Field.YEAR, "2006");
    result.setValue(Field.TITLE, "Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel");
    result.setValue(Field.JOURNAL, "Chemometrics and Intelligent Laboratory Systems");
    result.setValue(Field.VOLUME, "81");
    result.setValue(Field.PAGES, "29-40");
    result.setValue(Field.PDF, "http://www.cac.science.ru.nl/research/publications/PDFs/ustun2006.pdf");

    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.ARTICLE);
    result.setValue(Field.AUTHOR, "Huma Lodhi and Craig Saunders and John Shawe-Taylor and Nello Cristianini and Christopher J. C. H. Watkins");
    result.setValue(Field.YEAR, "2002");
    result.setValue(Field.TITLE, "Text Classification using String Kernels");
    result.setValue(Field.JOURNAL, "Journal of Machine Learning Research");
    result.setValue(Field.VOLUME, "2");
    result.setValue(Field.PAGES, "419-444");
    result.setValue(Field.HTTP, "http://www.jmlr.org/papers/v2/lodhi02a.html");

    additional = result.add(Type.TECHREPORT);
    additional.setValue(Field.AUTHOR, "F. Kleedorfer and A. Seewald");
    additional.setValue(Field.YEAR, "2005");
    additional.setValue(Field.TITLE, "Implementation of a String Kernel for WEKA");
    additional.setValue(Field.INSTITUTION, "Oesterreichisches Forschungsinstitut fuer Artificial Intelligence");
    additional.setValue(Field.ADDRESS, "Wien, Austria");
    additional.setValue(Field.NUMBER, "TR-2005-13");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return     the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation result = new TechnicalInformation(Type.ARTICLE);

    result.setValue(Field.AUTHOR, "Nitesh V. Chawla et. al.");
    result.setValue(Field.TITLE, "Synthetic Minority Over-sampling Technique");
    result.setValue(Field.JOURNAL, "Journal of Artificial Intelligence Research");
    result.setValue(Field.YEAR, "2002");
    result.setValue(Field.VOLUME, "16");
    result.setValue(Field.PAGES, "321-357");

    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.INPROCEEDINGS);
    result.setValue(Field.AUTHOR, "Usama M. Fayyad and Keki B. Irani");
    result.setValue(Field.TITLE, "Multi-interval discretization of continuousvalued attributes for classification learning");
    result.setValue(Field.BOOKTITLE, "Thirteenth International Joint Conference on Articial Intelligence");
    result.setValue(Field.YEAR, "1993");
    result.setValue(Field.VOLUME, "2");
    result.setValue(Field.PAGES, "1022-1027");
    result.setValue(Field.PUBLISHER, "Morgan Kaufmann Publishers");
   
    additional = result.add(Type.INPROCEEDINGS);
    additional.setValue(Field.AUTHOR, "Igor Kononenko");
    additional.setValue(Field.TITLE, "On Biases in Estimating Multi-Valued Attributes");
    additional.setValue(Field.BOOKTITLE, "14th International Joint Conference on Articial Intelligence");
    additional.setValue(Field.YEAR, "1995");
    additional.setValue(Field.PAGES, "1034-1040");
    additional.setValue(Field.PS, "http://ai.fri.uni-lj.si/papers/kononenko95-ijcai.ps.gz");
   
    return result;
  }
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   * e.g., paper reference or book this class is based on.
   *
   * @return the technical information about this class
   */
  public TechnicalInformation getTechnicalInformation() {
    TechnicalInformation   result;
   
    result = new TechnicalInformation(Type.BOOK);
    result.setValue(Field.AUTHOR, "L. Breiman and J.H. Friedman and R.A. Olshen and C.J. Stone");
    result.setValue(Field.TITLE, "Classification and Regression Trees");
    result.setValue(Field.YEAR, "1984");
    result.setValue(Field.PUBLISHER, "Wadsworth Inc");
    result.setValue(Field.ISBN, "0412048418");
   
    return result;
  }
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