edu.uci.jforests.learning

Class LearningModule

java.lang.Object

edu.uci.jforests.learning.LearningModule

Direct Known Subclasses:

Bagging, GradientBoosting, TreeLearner

public abstract class LearningModule
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
LearningModule(java.lang.String algorithmName)

Method Summary

Modifier and Type	Method and Description
abstract double	getValidationMeasurement()
abstract Ensemble	learn(Sample trainSet, Sample validSet)
void	postProcess(Tree tree, TreeLeafInstances treeLeafInstances)
void	printTrainAndValidMeasurement(int iteration, double validMeasurement, double trainMeasurement, EvaluationMetric evaluationMetric)
void	printValidMeasurement(int iteration, double validMeasurement, EvaluationMetric evaluationMetric)
void	setAlgorithmName(java.lang.String name)
void	setParentModule(LearningModule parentModule)
void	setProgressListener(LearningProgressListener progressListener)
void	setSubModule(LearningModule subModule)
void	setTreeWeight(double treeWeight)

Methods inherited from class java.lang.Object

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

Constructor Detail

LearningModule

public LearningModule(java.lang.String algorithmName)

Method Detail

setProgressListener

public void setProgressListener(LearningProgressListener progressListener)

learn

public abstract Ensemble learn(Sample trainSet,
                               Sample validSet)
                        throws java.lang.Exception

Throws:

java.lang.Exception

getValidationMeasurement

public abstract double getValidationMeasurement()
                                         throws java.lang.Exception

Throws:

java.lang.Exception

postProcess

public void postProcess(Tree tree,
                        TreeLeafInstances treeLeafInstances)

Parameters:

tree -

treeLeafInstances -

setSubModule

public void setSubModule(LearningModule subModule)

setParentModule

public void setParentModule(LearningModule parentModule)

setTreeWeight

public void setTreeWeight(double treeWeight)

setAlgorithmName

public void setAlgorithmName(java.lang.String name)

printTrainAndValidMeasurement

public void printTrainAndValidMeasurement(int iteration,
                                          double validMeasurement,
                                          double trainMeasurement,
                                          EvaluationMetric evaluationMetric)

printValidMeasurement

public void printValidMeasurement(int iteration,
                                  double validMeasurement,
                                  EvaluationMetric evaluationMetric)