Class RegressionGenerator

  • All Implemented Interfaces:
    java.io.Serializable, OptionHandler, Randomizable, RevisionHandler
    Direct Known Subclasses:
    MexicanHat

    public abstract class RegressionGenerator
    extends DataGenerator
    Abstract class for data generators for regression classifiers.

    Example usage as the main of a datagenerator called RandomGenerator:

     public static void main(String[] args) {
       try {
         DataGenerator.makeData(new RandomGenerator(), args);
       } 
       catch (Exception e) {
         e.printStackTrace();
         System.err.println(e.getMessage());
       }
     }
     
    Version:
    $Revision: 1.3 $
    Author:
    FracPete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form
    • Constructor Detail

      • RegressionGenerator

        public RegressionGenerator()
        initializes the generator with default values
    • Method Detail

      • listOptions

        public java.util.Enumeration listOptions()
        Returns an enumeration describing the available options.
        Specified by:
        listOptions in interface OptionHandler
        Overrides:
        listOptions in class DataGenerator
        Returns:
        an enumeration of all the available options.
      • setOptions

        public void setOptions​(java.lang.String[] options)
                        throws java.lang.Exception
        Sets the options.
        Specified by:
        setOptions in interface OptionHandler
        Overrides:
        setOptions in class DataGenerator
        Parameters:
        options - the options
        Throws:
        java.lang.Exception - if invalid option
      • setNumExamples

        public void setNumExamples​(int numExamples)
        Sets the number of examples, given by option.
        Parameters:
        numExamples - the new number of examples
      • getNumExamples

        public int getNumExamples()
        Gets the number of examples, given by option.
        Returns:
        the number of examples, given by option
      • numExamplesTipText

        public java.lang.String numExamplesTipText()
        Returns the tip text for this property
        Returns:
        tip text for this property suitable for displaying in the explorer/experimenter gui