Package ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.lcnet

Class LCNetExtrapolationMethod

java.lang.Object

ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.lcnet.LCNetExtrapolationMethod

All Implemented Interfaces:

LearningCurveExtrapolationMethod

public class LCNetExtrapolationMethod
extends java.lang.Object
implements LearningCurveExtrapolationMethod

This class represents a learning curve extrapolation using the LCNet from pybnn. It communicates with pybnn via the LCNetClient. If you use if do not forget to call setConfigurations before you call extrapolateLearningCurveFromAnchorPoints, because the LCNet requires the configurations of you classifier

Constructor Summary

Constructors

Constructor	Description
LCNetExtrapolationMethod(java.lang.String identifier)

Method Summary

Modifier and Type	Method	Description
void	deleteNet()
org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve	extrapolateLearningCurveFromAnchorPoints(int[] xValues, double[] yValues, int dataSetSize)
void	setConfigurations(double[] configurations)
void	trainNet(int[] xValues, double[] yValues, int dataSetSize, double[][] configurations)

Methods inherited from class java.lang.Object

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

Constructor Detail

LCNetExtrapolationMethod

public LCNetExtrapolationMethod(java.lang.String identifier)

Method Detail

setConfigurations

public void setConfigurations(double[] configurations)

extrapolateLearningCurveFromAnchorPoints

public org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve extrapolateLearningCurveFromAnchorPoints(int[] xValues,
                                                                                                                 double[] yValues,
                                                                                                                 int dataSetSize)
                                                                                                          throws InvalidAnchorPointsException

Specified by:

extrapolateLearningCurveFromAnchorPoints in interface LearningCurveExtrapolationMethod

Throws:

InvalidAnchorPointsException

deleteNet

public void deleteNet()
               throws java.io.IOException

Throws:

java.io.IOException

trainNet

public void trainNet(int[] xValues,
                     double[] yValues,
                     int dataSetSize,
                     double[][] configurations)
              throws org.api4.java.ai.ml.core.exception.TrainingException

Throws:

org.api4.java.ai.ml.core.exception.TrainingException