edu.uci.jforests.learning

Class LearningUtils

java.lang.Object

edu.uci.jforests.learning.LearningUtils

public class LearningUtils
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
LearningUtils()

Method Summary

Modifier and Type	Method and Description
static void	updateDistributions(Sample sampleSet, double[][] dist, DecisionTree tree, double treeWeight)
static void	updateProbabilities(double[] prob, double[] scores, int size)
static void	updateProbabilities(double[] prob, double[] scores, int[] instances, int size)
static void	updateScores(Sample sampleSet, double[] scores, Ensemble ensemble)
static void	updateScores(Sample sampleSet, double[] scores, Ensemble ensemble, LearningProgressListener progressListener)
static void	updateScores(Sample sampleSet, double[] scores, RegressionTree tree, double treeWeight)

Methods inherited from class java.lang.Object

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

Constructor Detail

LearningUtils

public LearningUtils()

Method Detail

updateScores

public static void updateScores(Sample sampleSet,
                                double[] scores,
                                Ensemble ensemble)

updateScores

public static void updateScores(Sample sampleSet,
                                double[] scores,
                                Ensemble ensemble,
                                LearningProgressListener progressListener)

updateScores

public static void updateScores(Sample sampleSet,
                                double[] scores,
                                RegressionTree tree,
                                double treeWeight)

updateDistributions

public static void updateDistributions(Sample sampleSet,
                                       double[][] dist,
                                       DecisionTree tree,
                                       double treeWeight)

updateProbabilities

public static void updateProbabilities(double[] prob,
                                       double[] scores,
                                       int size)

updateProbabilities

public static void updateProbabilities(double[] prob,
                                       double[] scores,
                                       int[] instances,
                                       int size)