Package com.actelion.research.calc.regression.randomforest

Class RandomForestRegression

java.lang.Object

com.actelion.research.calc.regression.ARegressionMethod<ParameterRandomForest>

com.actelion.research.calc.regression.randomforest.RandomForestRegression

All Implemented Interfaces:

ICalculateModel, ICalculateYHat, java.lang.Comparable<RandomForestRegression>

public class RandomForestRegression
extends ARegressionMethod<ParameterRandomForest>
implements java.lang.Comparable<RandomForestRegression>

RandomForestRegression

Modest v. Korff

Created by korffmo1 on 14.01.19.

Field Summary

Fields

Modifier and Type	Field	Description
static int	MIN_NUM_VAR_SPLIT

Fields inherited from class com.actelion.research.calc.regression.ARegressionMethod

parameterRegressionMethod

Constructor Summary

Constructors

Constructor	Description
RandomForestRegression()
RandomForestRegression(ParameterRandomForest parameterRandomForest)

Method Summary

Modifier and Type	Method	Description
double	calculateYHat(double[] arrRow)
Matrix	calculateYHat(Matrix X)
int	compareTo(RandomForestRegression o)
Matrix	createModel(ModelXYIndex modelXYIndexTrain)

Methods inherited from class com.actelion.research.calc.regression.ARegressionMethod

decodeProperties2Parameter, getName, getParameter, getProgressController, getProperties, setParameterRegressionMethod, setProgressController

Methods inherited from class java.lang.Object

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

Field Detail

MIN_NUM_VAR_SPLIT

public static final int MIN_NUM_VAR_SPLIT

See Also:

Constant Field Values

Constructor Detail

RandomForestRegression

public RandomForestRegression()

RandomForestRegression

public RandomForestRegression(ParameterRandomForest parameterRandomForest)

Method Detail

createModel

public Matrix createModel(ModelXYIndex modelXYIndexTrain)

Specified by:

createModel in interface ICalculateModel

calculateYHat

public Matrix calculateYHat(Matrix X)

Specified by:

calculateYHat in interface ICalculateYHat

calculateYHat

public double calculateYHat(double[] arrRow)

Specified by:

calculateYHat in interface ICalculateYHat

compareTo

public int compareTo(RandomForestRegression o)

Specified by:

compareTo in interface java.lang.Comparable<RandomForestRegression>