Class Statistics

  • All Implemented Interfaces:
    adams.core.Destroyable, adams.core.GlobalInfoSupporter, adams.core.logging.LoggingLevelHandler, adams.core.logging.LoggingSupporter, adams.core.option.OptionHandler, adams.core.SizeOfHandler, Serializable

    public class Statistics
    extends AbstractOutputGenerator
    Generates statistics for repeated cross-validation runs.
    Author:
    FracPete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form
    • Field Detail

      • m_ClassIndex

        protected WekaLabelIndex m_ClassIndex
        the index of the class label.
      • m_NumDecimals

        protected int m_NumDecimals
        the number of decimals to round to.
    • Constructor Detail

      • Statistics

        public Statistics()
    • Method Detail

      • globalInfo

        public String globalInfo()
        Returns a string describing the object.
        Specified by:
        globalInfo in interface adams.core.GlobalInfoSupporter
        Specified by:
        globalInfo in class adams.core.option.AbstractOptionHandler
        Returns:
        a description suitable for displaying in the gui
      • defineOptions

        public void defineOptions()
        Adds options to the internal list of options.
        Specified by:
        defineOptions in interface adams.core.option.OptionHandler
        Overrides:
        defineOptions in class adams.core.option.AbstractOptionHandler
      • setStatistics

        public void setStatistics​(EvaluationStatistic[] value)
        Sets the statistics to output.
        Parameters:
        value - the statistics
      • getStatistics

        public EvaluationStatistic[] getStatistics()
        Returns the statistics to output.
        Returns:
        the statistics
      • statisticsTipText

        public String statisticsTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.
      • setClassIndex

        public void setClassIndex​(WekaLabelIndex value)
        Sets the index of class label index (1-based).
        Parameters:
        value - the label index
      • getClassIndex

        public WekaLabelIndex getClassIndex()
        Returns the current index of class label (1-based).
        Returns:
        the label index
      • classIndexTipText

        public String classIndexTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.
      • setNumDecimals

        public void setNumDecimals​(int value)
        Sets the number of decimals to use for numeric values.
        Parameters:
        value - the decimals
      • getNumDecimals

        public int getNumDecimals()
        Returns the number of decimals to use for numeric values.
        Returns:
        the decimals
      • numDecimalsTipText

        public String numDecimalsTipText()
        Returns the tip text for this property.
        Returns:
        tip text for this property suitable for displaying in the GUI or for listing the options.
      • createOutput

        public JComponent createOutput​(ResultItem item,
                                       adams.core.MessageCollection errors)
        Generates output from the item.
        Specified by:
        createOutput in class AbstractOutputGenerator<ResultItem>
        Parameters:
        item - the item to generate output for
        errors - for collecting error messages
        Returns:
        the output component, null if failed to generate