edu.uci.jforests.learning.boosting

Class LambdaMART

java.lang.Object

edu.uci.jforests.learning.LearningModule

edu.uci.jforests.learning.boosting.GradientBoosting

edu.uci.jforests.learning.boosting.LambdaMART

public class LambdaMART
extends GradientBoosting

Constructor Summary

Constructors

Constructor and Description
LambdaMART()

Method Summary

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

Methods inherited from class edu.uci.jforests.learning.boosting.GradientBoosting

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

LambdaMART

public LambdaMART()

Method Detail

init

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

Throws:

java.lang.Exception