public class MLPlanMekaBuilder extends AbstractMLPlanBuilder
| Constructor and Description |
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MLPlanMekaBuilder() |
| Modifier and Type | Method and Description |
|---|---|
protected ai.libs.jaicore.ml.weka.dataset.splitter.IDatasetSplitter |
getDefaultDatasetSplitter() |
MLPlanMekaBuilder |
withAutoMEKADefaultConfiguration()
Configures ML-Plan with the configuration as compared to AutoMEKA_GGP and GA-Auto-MLC.
|
MLPlanMekaBuilder |
withPerformanceMeasure(ai.libs.jaicore.ml.core.evaluation.measure.IMeasure<double[],java.lang.Double> lossFunction)
Sets the performance measure to evaluate a candidate solution's generalization performance.
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build, build, forMeka, forSKLearn, forWeka, getAlgorithmConfig, getCandidateEvaluationTimeOut, getClassifierEvaluationInSearchPhase, getClassifierEvaluationInSelectionPhase, getClassifierFactory, getComponents, getDBAdapter, getHASCOFactory, getLoggerName, getNodeEvaluationTimeOut, getPerformanceMeasureName, getRequestedInterface, getSearchEvaluatorFactory, getSearchSelectionDatasetSplitter, getSearchSpaceConfigFile, getSelectionEvaluatorFactory, getTimeOut, getUseCache, prepareNodeEvaluatorInFactoryWithData, setLoggerName, setPerformanceMeasureName, withAlgorithmConfig, withAlgorithmConfigFile, withCandidateEvaluationTimeOut, withClassifierFactory, withDataset, withDatasetSplitterForSearchSelectionSplit, withNodeEvaluationTimeOut, withNumCpus, withPreferredComponentsFile, withPreferredNodeEvaluator, withRandomCompletionBasedBestFirstSearch, withRequestedInterface, withSearchFactory, withSearchPhaseEvaluatorFactory, withSearchSpaceConfigFile, withSelectionPhaseEvaluatorFactory, withTimeOutpublic MLPlanMekaBuilder()
throws java.io.IOException
java.io.IOExceptionpublic MLPlanMekaBuilder withAutoMEKADefaultConfiguration()
public MLPlanMekaBuilder withPerformanceMeasure(ai.libs.jaicore.ml.core.evaluation.measure.IMeasure<double[],java.lang.Double> lossFunction)
lossFunction - The loss function to be used.protected ai.libs.jaicore.ml.weka.dataset.splitter.IDatasetSplitter getDefaultDatasetSplitter()