edu.uci.jforests.learning.classification

Class GradientBoostingBinaryClassifier

java.lang.Object

edu.uci.jforests.learning.LearningModule

edu.uci.jforests.learning.boosting.GradientBoosting

edu.uci.jforests.learning.classification.GradientBoostingBinaryClassifier

public class GradientBoostingBinaryClassifier
extends GradientBoosting

Constructor Summary

Constructors

Constructor and Description
GradientBoostingBinaryClassifier()

Method Summary

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

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

getValidationMeasurement, 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

GradientBoostingBinaryClassifier

public GradientBoostingBinaryClassifier()
                                 throws java.lang.Exception

Throws:

java.lang.Exception

Method Detail

init

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

Overrides:

init in class GradientBoosting

Throws:

java.lang.Exception