j48.java

一个很好的LIBSVM的JAVA源码。对于要研究和改进SVM算法的学者。可以参考。来自数据挖掘工具YALE工具包。

      options[current++] = "-A";
    }

    while (current < options.length) {
      options[current++] = "";
    }
    return options;
  }

  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String seedTipText() {
    return "The seed used for randomizing the data " +
      "when reduced-error pruning is used.";
  }

  /**
   * Get the value of Seed.
   *
   * @return Value of Seed.
   */
  public int getSeed() {
    
    return m_Seed;
  }
  
  /**
   * Set the value of Seed.
   *
   * @param newSeed Value to assign to Seed.
   */
  public void setSeed(int newSeed) {
    
    m_Seed = newSeed;
  }

  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String useLaplaceTipText() {
    return "Whether counts at leaves are smoothed based on Laplace.";
  }

  /**
   * Get the value of useLaplace.
   *
   * @return Value of useLaplace.
   */
  public boolean getUseLaplace() {
    
    return m_useLaplace;
  }
  
  /**
   * Set the value of useLaplace.
   *
   * @param newuseLaplace Value to assign to useLaplace.
   */
  public void setUseLaplace(boolean newuseLaplace) {
    
    m_useLaplace = newuseLaplace;
  }
  
  /**
   * Returns a description of the classifier.
   */
  public String toString() {

    if (m_root == null) {
      return "No classifier built";
    }
    if (m_unpruned)
      return "J48 unpruned tree\n------------------\n" + m_root.toString();
    else
      return "J48 pruned tree\n------------------\n" + m_root.toString();
  }

  /**
   * Returns a superconcise version of the model
   */
  public String toSummaryString() {

    return "Number of leaves: " + m_root.numLeaves() + "\n"
         + "Size of the tree: " + m_root.numNodes() + "\n";
  }

  /**
   * Returns the size of the tree
   * @return the size of the tree
   */
  public double measureTreeSize() {
    return m_root.numNodes();
  }

  /**
   * Returns the number of leaves
   * @return the number of leaves
   */
  public double measureNumLeaves() {
    return m_root.numLeaves();
  }

  /**
   * Returns the number of rules (same as number of leaves)
   * @return the number of rules
   */
  public double measureNumRules() {
    return m_root.numLeaves();
  }
  
  /**
   * Returns an enumeration of the additional measure names
   * @return an enumeration of the measure names
   */
  public Enumeration enumerateMeasures() {
    Vector newVector = new Vector(3);
    newVector.addElement("measureTreeSize");
    newVector.addElement("measureNumLeaves");
    newVector.addElement("measureNumRules");
    return newVector.elements();
  }

  /**
   * Returns the value of the named measure
   * @param measureName the name of the measure to query for its value
   * @return the value of the named measure
   * @exception IllegalArgumentException if the named measure is not supported
   */
  public double getMeasure(String additionalMeasureName) {
    if (additionalMeasureName.compareToIgnoreCase("measureNumRules") == 0) {
      return measureNumRules();
    } else if (additionalMeasureName.compareToIgnoreCase("measureTreeSize") == 0) {
      return measureTreeSize();
    } else if (additionalMeasureName.compareToIgnoreCase("measureNumLeaves") == 0) {
      return measureNumLeaves();
    } else {
      throw new IllegalArgumentException(additionalMeasureName 
			  + " not supported (j48)");
    }
  }
  
  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String unprunedTipText() {
    return "Whether pruning is performed.";
  }

  /**
   * Get the value of unpruned.
   *
   * @return Value of unpruned.
   */
  public boolean getUnpruned() {
    
    return m_unpruned;
  }
  
  /**
   * Set the value of unpruned. Turns reduced-error pruning
   * off if set.
   * @param v  Value to assign to unpruned.
   */
  public void setUnpruned(boolean v) {

    if (v) {
      m_reducedErrorPruning = false;
    }
    m_unpruned = v;
  }

  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String confidenceFactorTipText() {
    return "The confidence factor used for pruning (smaller values incur "
      + "more pruning).";
  }
  
  /**
   * Get the value of CF.
   *
   * @return Value of CF.
   */
  public float getConfidenceFactor() {
    
    return m_CF;
  }
  
  /**
   * Set the value of CF.
   *
   * @param v  Value to assign to CF.
   */
  public void setConfidenceFactor(float v) {
    
    m_CF = v;
  }
   
  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String minNumObjTipText() {
    return "The minimum number of instances per leaf.";
  }

  /**
   * Get the value of minNumObj.
   *
   * @return Value of minNumObj.
   */
  public int getMinNumObj() {
    
    return m_minNumObj;
  }
  
  /**
   * Set the value of minNumObj.
   *
   * @param v  Value to assign to minNumObj.
   */
  public void setMinNumObj(int v) {
    
    m_minNumObj = v;
  }

  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String reducedErrorPruningTipText() {
    return "Whether reduced-error pruning is used instead of C.4.5 pruning.";
  }
 
  /**
   * Get the value of reducedErrorPruning. 
   *
   * @return Value of reducedErrorPruning.
   */
  public boolean getReducedErrorPruning() {
    
    return m_reducedErrorPruning;
  }
  
  /**
   * Set the value of reducedErrorPruning. Turns
   * unpruned trees off if set.
   *
   * @param v  Value to assign to reducedErrorPruning.
   */
  public void setReducedErrorPruning(boolean v) {
    
    if (v) {
      m_unpruned = false;
    }
    m_reducedErrorPruning = v;
  }
  
  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String numFoldsTipText() {
    return "Determines the amount of data used for reduced-error pruning. "
      + " One fold is used for pruning, the rest for growing the tree.";
  }

  /**
   * Get the value of numFolds.
   *
   * @return Value of numFolds.
   */
  public int getNumFolds() {
    
    return m_numFolds;
  }
  
  /**
   * Set the value of numFolds.
   *
   * @param v  Value to assign to numFolds.
   */
  public void setNumFolds(int v) {
    
    m_numFolds = v;
  }
 
  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String binarySplitsTipText() {
    return "Whether to use binary splits on nominal attributes when "
      + "building the trees.";
  }
  
  /**
   * Get the value of binarySplits.
   *
   * @return Value of binarySplits.
   */
  public boolean getBinarySplits() {
    
    return m_binarySplits;
  }
  
  /**
   * Set the value of binarySplits.
   *
   * @param v  Value to assign to binarySplits.
   */
  public void setBinarySplits(boolean v) {
    
    m_binarySplits = v;
  }
  
  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String subtreeRaisingTipText() {
    return "Whether to consider the subtree raising operation when pruning.";
  }
 
  /**
   * Get the value of subtreeRaising.
   *
   * @return Value of subtreeRaising.
   */
  public boolean getSubtreeRaising() {
    
    return m_subtreeRaising;
  }
  
  /**
   * Set the value of subtreeRaising.
   *
   * @param v  Value to assign to subtreeRaising.
   */
  public void setSubtreeRaising(boolean v) {
    
    m_subtreeRaising = v;
  }

  /**
   * Returns the tip text for this property
   * @return tip text for this property suitable for
   * displaying in the explorer/experimenter gui
   */
  public String saveInstanceDataTipText() {
    return "Whether to save the training data for visualization.";
  }

  /**
   * Check whether instance data is to be saved.
   *
   * @return true if instance data is saved
   */
  public boolean getSaveInstanceData() {
    
    return m_noCleanup;
  }
  
  /**
   * Set whether instance data is to be saved.
   * @param v true if instance data is to be saved
   */
  public void setSaveInstanceData(boolean v) {
    
    m_noCleanup = v;
  }
 
  /**
   * Main method for testing this class
   *
   * @param String options 
   */
  public static void main(String [] argv){

    try {
      System.out.println(Evaluation.evaluateModel(new J48(), argv));
    } catch (Exception e) {
      System.err.println(e.getMessage());
    }
  }
}