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;
    TechnicalInformation   additional;
   
    result = new TechnicalInformation(Type.BOOK);
    result.setValue(Field.AUTHOR, "Tormod Naes and Tomas Isaksson and Tom Fearn and Tony Davies");
    result.setValue(Field.YEAR, "2002");
    result.setValue(Field.TITLE, "A User Friendly Guide to Multivariate Calibration and Classification");
    result.setValue(Field.PUBLISHER, "NIR Publications");
    result.setValue(Field.ISBN, "0-9528666-2-5");
   
    additional = result.add(Type.MISC);
    additional.setValue(Field.AUTHOR, "StatSoft, Inc.");
    additional.setValue(Field.TITLE, "Partial Least Squares (PLS)");
    additional.setValue(Field.BOOKTITLE, "Electronic Textbook StatSoft");
    additional.setValue(Field.HTTP, "http://www.statsoft.com/textbook/stpls.html");
   
    additional = result.add(Type.MISC);
    additional.setValue(Field.AUTHOR, "Bent Jorgensen and Yuri Goegebeur");
    additional.setValue(Field.TITLE, "Module 7: Partial least squares regression I");
    additional.setValue(Field.BOOKTITLE, "ST02: Multivariate Data Analysis and Chemometrics");
    additional.setValue(Field.HTTP, "http://statmaster.sdu.dk/courses/ST02/module07/");
   
    additional = result.add(Type.ARTICLE);
    additional.setValue(Field.AUTHOR, "S. de Jong");
    additional.setValue(Field.YEAR, "1993");
    additional.setValue(Field.TITLE, "SIMPLS: an alternative approach to partial least squares regression");
    additional.setValue(Field.JOURNAL, "Chemometrics and Intelligent Laboratory Systems");
    additional.setValue(Field.VOLUME, "18");
    additional.setValue(Field.PAGES, "251-263");
   
    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, "Ross Quinlan");
    result.setValue(Field.YEAR, "1993");
    result.setValue(Field.TITLE, "C4.5: Programs for Machine Learning");
    result.setValue(Field.PUBLISHER, "Morgan Kaufmann Publishers");
    result.setValue(Field.ADDRESS, "San Mateo, CA");
   
    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, "G. Demiroz and A. Guvenir");
    result.setValue(Field.TITLE, "Classification by voting feature intervals");
    result.setValue(Field.BOOKTITLE, "9th European Conference on Machine Learning");
    result.setValue(Field.YEAR, "1997");
    result.setValue(Field.PAGES, "85-92");
    result.setValue(Field.PUBLISHER, "Springer");
   
    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.PHDTHESIS);
    result.setValue(Field.AUTHOR, "R. Kohavi");
    result.setValue(Field.YEAR, "1995");
    result.setValue(Field.TITLE, "Wrappers for Performance Enhancement and Oblivious Decision Graphs");
    result.setValue(Field.SCHOOL, "Stanford University");
    result.setValue(Field.ADDRESS, "Department of Computer Science, Stanford University");
   
    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, "Geoff Webb");
    result.setValue(Field.YEAR, "1999");
    result.setValue(Field.TITLE, "Decision Tree Grafting From the All-Tests-But-One Partition");
    result.setValue(Field.PUBLISHER, "Morgan Kaufmann");
    result.setValue(Field.ADDRESS, "San Francisco, CA");

    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, "Juan J. Rodriguez and Ludmila I. Kuncheva and Carlos J. Alonso");
    result.setValue(Field.YEAR, "2006");
    result.setValue(Field.TITLE, "Rotation Forest: A new classifier ensemble method");
    result.setValue(Field.JOURNAL, "IEEE Transactions on Pattern Analysis and Machine Intelligence");
    result.setValue(Field.VOLUME, "28");
    result.setValue(Field.NUMBER, "10");
    result.setValue(Field.PAGES, "1619-1630");
    result.setValue(Field.ISSN, "0162-8828");
    result.setValue(Field.URL, "http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.211");
   
    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, "William W. Cohen");
    result.setValue(Field.TITLE, "Fast Effective Rule Induction");
    result.setValue(Field.BOOKTITLE, "Twelfth International Conference on Machine Learning");
    result.setValue(Field.YEAR, "1995");
    result.setValue(Field.PAGES, "115-123");
    result.setValue(Field.PUBLISHER, "Morgan Kaufmann");
   
    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, "David E. Goldberg");
    result.setValue(Field.YEAR, "1989");
    result.setValue(Field.TITLE, "Genetic algorithms in search, optimization and machine learning");
    result.setValue(Field.ISBN, "0201157675");
    result.setValue(Field.PUBLISHER, "Addison-Wesley");
   
    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.INCOLLECTION);
    result.setValue(Field.AUTHOR, "J. Platt");
    result.setValue(Field.YEAR, "1998");
    result.setValue(Field.TITLE, "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");
   
    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");
   
    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, "Leo Breiman");
    result.setValue(Field.YEAR, "1996");
    result.setValue(Field.TITLE, "Bagging predictors");
    result.setValue(Field.JOURNAL, "Machine Learning");
    result.setValue(Field.VOLUME, "24");
    result.setValue(Field.NUMBER, "2");
    result.setValue(Field.PAGES, "123-140");
   
    return result;
  }
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