Examples of TechnicalInformation


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;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.ARTICLE);
    result.setValue(Field.AUTHOR, "N. Littlestone");
    result.setValue(Field.YEAR, "1988");
    result.setValue(Field.TITLE, "Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm");
    result.setValue(Field.JOURNAL, "Machine Learning");
    result.setValue(Field.VOLUME, "2");
    result.setValue(Field.PAGES, "285-318");
   
    additional = result.add(Type.TECHREPORT);
    additional.setValue(Field.AUTHOR, "N. Littlestone");
    additional.setValue(Field.YEAR, "1989");
    additional.setValue(Field.TITLE, "Mistake bounds and logarithmic linear-threshold learning algorithms");
    additional.setValue(Field.INSTITUTION, "University of California");
    additional.setValue(Field.ADDRESS, "University of California, Santa Cruz");
    additional.setValue(Field.NOTE, "Technical Report UCSC-CRL-89-11");
   
    return result;
  }
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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;
      TechnicalInformation   additional;
     
      result = new TechnicalInformation(Type.ARTICLE);
      result.setValue(Field.AUTHOR, "Niels Landwehr and Mark Hall and Eibe Frank");
      result.setValue(Field.TITLE, "Logistic Model Trees");
      result.setValue(Field.BOOKTITLE, "Machine Learning");
      result.setValue(Field.YEAR, "2005");
      result.setValue(Field.VOLUME, "95");
      result.setValue(Field.PAGES, "161-205");
      result.setValue(Field.NUMBER, "1-2");
     
      additional = result.add(Type.INPROCEEDINGS);
      additional.setValue(Field.AUTHOR, "Marc Sumner and Eibe Frank and Mark Hall");
      additional.setValue(Field.TITLE, "Speeding up Logistic Model Tree Induction");
      additional.setValue(Field.BOOKTITLE, "9th European Conference on Principles and Practice of Knowledge Discovery in Databases");
      additional.setValue(Field.YEAR, "2005");
      additional.setValue(Field.PAGES, "675-683");
      additional.setValue(Field.PUBLISHER, "Springer");
     
      return result;
    }
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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;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.INCOLLECTION);
    result.setValue(Field.AUTHOR, "J. Platt");
    result.setValue(Field.YEAR, "1998");
    result.setValue(Field.TITLE, "Fast Training of Support Vector Machines using Sequential Minimal Optimization");
    result.setValue(Field.BOOKTITLE, "Advances in Kernel Methods - Support Vector Learning");
    result.setValue(Field.EDITOR, "B. Schoelkopf and C. Burges and A. Smola");
    result.setValue(Field.PUBLISHER, "MIT Press");
    result.setValue(Field.URL, "http://research.microsoft.com/~jplatt/smo.html");
    result.setValue(Field.PDF, "http://research.microsoft.com/~jplatt/smo-book.pdf");
    result.setValue(Field.PS, "http://research.microsoft.com/~jplatt/smo-book.ps.gz");
   
    additional = result.add(Type.ARTICLE);
    additional.setValue(Field.AUTHOR, "S.S. Keerthi and S.K. Shevade and C. Bhattacharyya and K.R.K. Murthy");
    additional.setValue(Field.YEAR, "2001");
    additional.setValue(Field.TITLE, "Improvements to Platt's SMO Algorithm for SVM Classifier Design");
    additional.setValue(Field.JOURNAL, "Neural Computation");
    additional.setValue(Field.VOLUME, "13");
    additional.setValue(Field.NUMBER, "3");
    additional.setValue(Field.PAGES, "637-649");
    additional.setValue(Field.PS, "http://guppy.mpe.nus.edu.sg/~mpessk/svm/smo_mod_nc.ps.gz");
   
    additional = result.add(Type.INPROCEEDINGS);
    additional.setValue(Field.AUTHOR, "Trevor Hastie and Robert Tibshirani");
    additional.setValue(Field.YEAR, "1998");
    additional.setValue(Field.TITLE, "Classification by Pairwise Coupling");
    additional.setValue(Field.BOOKTITLE, "Advances in Neural Information Processing Systems");
    additional.setValue(Field.VOLUME, "10");
    additional.setValue(Field.PUBLISHER, "MIT Press");
    additional.setValue(Field.EDITOR, "Michael I. Jordan and Michael J. Kearns and Sara A. Solla");
    additional.setValue(Field.PS, "http://www-stat.stanford.edu/~hastie/Papers/2class.ps");
   
    return result;
  }
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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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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.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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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;
    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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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;
    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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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.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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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, "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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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;
    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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