Package adams.flow.transformer.wekaensemblegenerator

Class AbstractWekaEnsembleGenerator

  • 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
    Direct Known Subclasses:
    MultiClassifiersCombinerModels, VotedModels
    public abstract class AbstractWekaEnsembleGenerator
extends adams.core.option.AbstractOptionHandler
    Ancestor for schemes that generate ensembles.
    Author:
    FracPete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form

    • Field Summary

      • Fields inherited from class adams.core.option.AbstractOptionHandler

        m_OptionManager

      • Fields inherited from class adams.core.logging.LoggingObject

        m_Logger, m_LoggingIsEnabled, m_LoggingLevel

    • Method Summary

      All Methods Instance Methods Abstract Methods Concrete Methods 
      Modifier and Type Method Description
      abstract Class[] accepts()
      Returns the input data the generator processes.
      protected String check​(Object input)
      Check method before generating the ensemble.
      protected abstract Object doGenerate​(Object input)
      Generates the ensemble from the input.
      Object generate​(Object input)
      Generates the ensemble from the input.
      abstract Class[] generates()
      Returns the output data the generator generates.

      • Methods inherited from class adams.core.option.AbstractOptionHandler

        cleanUpOptions, defineOptions, destroy, finishInit, getDefaultLoggingLevel, getOptionManager, globalInfo, initialize, loggingLevelTipText, newOptionManager, reset, setLoggingLevel, toCommandLine, toString

      • Methods inherited from class adams.core.logging.LoggingObject

        configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf

      • Methods inherited from interface adams.core.logging.LoggingLevelHandler

        getLoggingLevel

    • Constructor Detail

      • AbstractWekaEnsembleGenerator

        public AbstractWekaEnsembleGenerator()

    • Method Detail

      • accepts

        public abstract Class[] accepts()
        Returns the input data the generator processes.
        Returns:
        the accepted classes

      • generates

        public abstract Class[] generates()
        Returns the output data the generator generates.
        Returns:
        the generated classes

      • check

        protected String check​(Object input)
        Check method before generating the ensemble.
        Parameters:
        input - the input to use
        Returns:
        null if checks passed, otherwise error message

      • doGenerate

        protected abstract Object doGenerate​(Object input)
        Generates the ensemble from the input.
        Parameters:
        input - the input to use
        Returns:
        the generated ensemble

      • generate

        public Object generate​(Object input)
        Generates the ensemble from the input.
        Parameters:
        input - the input to use
        Returns:
        the generated ensemble