uk.ac.ed.inf.enzml.mulan.learn.traintest
Class TrainTestExperimenter

java.lang.Object
  uk.ac.ed.inf.utils.Initialised
      uk.ac.ed.inf.enzml.mulan.learn.MulanCrossExperimenter
          uk.ac.ed.inf.enzml.mulan.learn.traintest.TrainTestExperimenter

All Implemented Interfaces:

uk.ac.ed.inf.utils.Initialisable

Direct Known Subclasses:

TrainTestExperimenterSerialized

public class TrainTestExperimenter
extends MulanCrossExperimenter

Using Mulan (multi-label machine learning), this class initialises and executes Train-Test evaluation (two arff records are needed, for the training and testing files) (calling MulanTrainTestEvaluator). Initialisation includes verifying input (train arff, test arff and train xml files) and checking output locations (for saving evaluation statistics and predictions to file and database).

Version:

29 Sep 2010

Author:

Luna De Ferrari luna.deferrari-at-ed.ac.uk

Field Summary

Fields inherited from class uk.ac.ed.inf.utils.Initialised

m_initialisationIsCorrect

Constructor Summary

TrainTestExperimenter(java.lang.String experimentPropsFile, java.lang.String arffRecordDbProps, int trainArffRecordId, int testArffRecordId, MulanLearner learner, java.lang.String resultsDirectory)

Method Summary

uk.ac.ed.inf.utils.database.TableRow	evaluateAndSave()
MulanArffRecord	getTestArffRecord() public TrainTestEvaluator getEvaluator() { return (TrainTestEvaluator) m_evaluator; }
static void	main(java.lang.String[] args)
static void	run()

Methods inherited from class uk.ac.ed.inf.enzml.mulan.learn.MulanCrossExperimenter

crossEvaluateAndSaveResults, getExperimentDbManager, getExperimentPropsFile, getLearner, getResultsSaver, getTrainArffRecord, run, setResultsSaver

Methods inherited from class uk.ac.ed.inf.utils.Initialised

initialisationIsCorrect, setInitialisationIsCorrect

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TrainTestExperimenter

public TrainTestExperimenter(java.lang.String experimentPropsFile,
                             java.lang.String arffRecordDbProps,
                             int trainArffRecordId,
                             int testArffRecordId,
                             MulanLearner learner,
                             java.lang.String resultsDirectory)

Method Detail

evaluateAndSave

public uk.ac.ed.inf.utils.database.TableRow evaluateAndSave()

getTestArffRecord

public MulanArffRecord getTestArffRecord()

public TrainTestEvaluator getEvaluator() { return (TrainTestEvaluator) m_evaluator; }

main

public static void main(java.lang.String[] args)

run

public static void run()