edu.uci.jforests.learning.trees

Class TreeLearner

java.lang.Object

edu.uci.jforests.learning.LearningModule

edu.uci.jforests.learning.trees.TreeLearner

Direct Known Subclasses:

DecisionTreeLearner, RegressionTreeLearner

public abstract class TreeLearner
extends LearningModule

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
double	getValidationMeasurement()
void	init(Dataset dataset, ConfigHolder configHolder, int maxTrainInstances)
Ensemble	learn(Sample trainSet, Sample validSet)
void	setRnd()

Methods inherited from class edu.uci.jforests.learning.LearningModule

postProcess, printTrainAndValidMeasurement, printValidMeasurement, setAlgorithmName, setParentModule, setProgressListener, setSubModule, setTreeWeight

Methods inherited from class java.lang.Object

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

Constructor Detail

TreeLearner

public TreeLearner(java.lang.String algorithmName)

Method Detail

init

public void init(Dataset dataset,
                 ConfigHolder configHolder,
                 int maxTrainInstances)
          throws java.lang.Exception

Throws:

java.lang.Exception

setRnd

public void setRnd()

learn

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

Specified by:

learn in class LearningModule

Throws:

java.lang.Exception

getValidationMeasurement

public double getValidationMeasurement()
                                throws java.lang.Exception

Specified by:

getValidationMeasurement in class LearningModule

Throws:

java.lang.Exception