Package ai.libs.jaicore.ml.learningcurve.extrapolation.ipl

Class InversePowerLawExtrapolationMethod

java.lang.Object

ai.libs.jaicore.ml.learningcurve.extrapolation.ipl.InversePowerLawExtrapolationMethod

All Implemented Interfaces:

LearningCurveExtrapolationMethod

public class InversePowerLawExtrapolationMethod
extends java.lang.Object
implements LearningCurveExtrapolationMethod

This class describes a method for learning curve extrapolation which generates an Inverse Power Law function. The parameter of this function are predicted in an external component that is called via HTTP.

Constructor Summary

Constructors

Constructor	Description
InversePowerLawExtrapolationMethod()
InversePowerLawExtrapolationMethod(java.lang.String serviceHost, java.lang.String port)

Method Summary

Modifier and Type	Method	Description
LearningCurve	extrapolateLearningCurveFromAnchorPoints(int[] xValues, double[] yValues, int dataSetSize)

Methods inherited from class java.lang.Object

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

Constructor Detail

InversePowerLawExtrapolationMethod

public InversePowerLawExtrapolationMethod()

InversePowerLawExtrapolationMethod

public InversePowerLawExtrapolationMethod(java.lang.String serviceHost,
                                          java.lang.String port)

Method Detail

extrapolateLearningCurveFromAnchorPoints

public LearningCurve extrapolateLearningCurveFromAnchorPoints(int[] xValues,
                                                              double[] yValues,
                                                              int dataSetSize)
                                                       throws InvalidAnchorPointsException,
                                                              java.lang.InterruptedException,
                                                              java.util.concurrent.ExecutionException

Specified by:

extrapolateLearningCurveFromAnchorPoints in interface LearningCurveExtrapolationMethod

Throws:

InvalidAnchorPointsException

java.lang.InterruptedException

java.util.concurrent.ExecutionException