ai.libs.jaicore.ml.learningcurve.extrapolation

Class ConfigurationLearningCurveExtrapolator<I extends ILabeledAttributeArrayInstance<?>,D extends IOrderedLabeledAttributeArrayDataset<I,?>>

java.lang.Object

ai.libs.jaicore.ml.learningcurve.extrapolation.LearningCurveExtrapolator<I,D>

ai.libs.jaicore.ml.learningcurve.extrapolation.ConfigurationLearningCurveExtrapolator<I,D>

All Implemented Interfaces:

ai.libs.jaicore.basic.ILoggingCustomizable

public class ConfigurationLearningCurveExtrapolator<I extends ILabeledAttributeArrayInstance<?>,D extends IOrderedLabeledAttributeArrayDataset<I,?>>
extends LearningCurveExtrapolator<I,D>

This class is a subclass of LearningCurveExtrapolator which deals with the slightly different setup that is required by the LCNet of pybnn

Field Summary

Fields inherited from class ai.libs.jaicore.ml.learningcurve.extrapolation.LearningCurveExtrapolator

dataset, extrapolationMethod, learner, random, samplingAlgorithm, samplingAlgorithmFactory, test, train

Constructor Summary

Constructors

Constructor and Description
ConfigurationLearningCurveExtrapolator(weka.classifiers.Classifier learner, D dataset, double trainsplit, int[] anchorpoints, ISamplingAlgorithmFactory<D,ASamplingAlgorithm<D>> samplingAlgorithmFactory, long seed, java.lang.String identifier, double[] configurations)

Method Summary

Methods inherited from class ai.libs.jaicore.ml.learningcurve.extrapolation.LearningCurveExtrapolator

extrapolateLearningCurve, getAnchorPoints, getDataset, getExtrapolationMethod, getLearner, getLoggerName, getTrainingTimes, getyValues, setLoggerName

Methods inherited from class java.lang.Object

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

Constructor Detail

ConfigurationLearningCurveExtrapolator

public ConfigurationLearningCurveExtrapolator(weka.classifiers.Classifier learner,
                                              D dataset,
                                              double trainsplit,
                                              int[] anchorpoints,
                                              ISamplingAlgorithmFactory<D,ASamplingAlgorithm<D>> samplingAlgorithmFactory,
                                              long seed,
                                              java.lang.String identifier,
                                              double[] configurations)
                                       throws DatasetCreationException

Throws:

DatasetCreationException