edu.uci.jforests.learning.trees.decision

Class RandomForest

java.lang.Object

edu.uci.jforests.learning.LearningModule

edu.uci.jforests.learning.bagging.Bagging

edu.uci.jforests.learning.trees.decision.RandomForest

public class RandomForest
extends Bagging

Constructor Summary

Constructors

Constructor and Description
RandomForest()

Method Summary

Modifier and Type	Method and Description
void	init(Dataset dataset, ConfigHolder configHolder, int maxNumTrainInstances, int maxNumValidInstances, EvaluationMetric evaluationMetric)

Methods inherited from class edu.uci.jforests.learning.bagging.Bagging

getValidationMeasurement, init, learn, postProcess

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

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

RandomForest

public RandomForest()
             throws java.lang.Exception

Throws:

java.lang.Exception

Method Detail

init

public void init(Dataset dataset,
                 ConfigHolder configHolder,
                 int maxNumTrainInstances,
                 int maxNumValidInstances,
                 EvaluationMetric evaluationMetric)
          throws java.lang.Exception

Throws:

java.lang.Exception