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

Class ConfigurationLearningCurveExtrapolator

java.lang.Object

ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.LearningCurveExtrapolator

ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.ConfigurationLearningCurveExtrapolator

All Implemented Interfaces:

org.api4.java.common.control.ILoggingCustomizable

public class ConfigurationLearningCurveExtrapolator
extends LearningCurveExtrapolator

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.functionprediction.learner.learningcurveextrapolation.LearningCurveExtrapolator

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

Constructor Summary

Constructors

Constructor

Description

ConfigurationLearningCurveExtrapolator(org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>> learner, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> dataset, double trainsplit, int[] anchorpoints, ISamplingAlgorithmFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,ASamplingAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>> samplingAlgorithmFactory, long seed, java.lang.String identifier, double[] configurations)

Method Summary

Methods inherited from class ai.libs.jaicore.ml.functionprediction.learner.learningcurveextrapolation.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(org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>> learner,
                                              org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> dataset,
                                              double trainsplit,
                                              int[] anchorpoints,
                                              ISamplingAlgorithmFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,ASamplingAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>> samplingAlgorithmFactory,
                                              long seed,
                                              java.lang.String identifier,
                                              double[] configurations)
                                       throws org.api4.java.ai.ml.core.exception.DatasetCreationException,
                                              java.lang.InterruptedException

Throws:

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

java.lang.InterruptedException