edu.uci.jforests.learning.boosting

Class GradientBoostingConfig

java.lang.Object

edu.uci.jforests.config.ComponentConfig

edu.uci.jforests.learning.boosting.GradientBoostingConfig

public class GradientBoostingConfig
extends ComponentConfig

Field Summary

Fields

Modifier and Type	Field and Description
double	earlyStoppingTolerance
boolean	imbalanceCostAdjustment
double	learningRate
int	numTrees
double	samplingRate

Constructor Summary

Constructors

Constructor and Description
GradientBoostingConfig()

Method Summary

Modifier and Type	Method and Description
void	init(ConfigHolder config)
java.lang.String	toString()

Methods inherited from class edu.uci.jforests.config.ComponentConfig

getErrorMessage

Methods inherited from class java.lang.Object

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

Field Detail

numTrees

public int numTrees

learningRate

public double learningRate

imbalanceCostAdjustment

public boolean imbalanceCostAdjustment

samplingRate

public double samplingRate

earlyStoppingTolerance

public double earlyStoppingTolerance

Constructor Detail

GradientBoostingConfig

public GradientBoostingConfig()

Method Detail

init

public void init(ConfigHolder config)

Specified by:

init in class ComponentConfig

toString

public java.lang.String toString()

Specified by:

toString in class ComponentConfig