Package ai.libs.mlplan.core

Interface IProblemType<L extends 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>>>

  • public interface IProblemType<L extends 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>>>

    • Method Detail

      • getName

        java.lang.String getName()

      • getSearchSpaceConfigFileFromResource

        java.lang.String getSearchSpaceConfigFileFromResource()

      • getSearchSpaceConfigFromFileSystem

        java.lang.String getSearchSpaceConfigFromFileSystem()

      • getRequestedInterface

        java.lang.String getRequestedInterface()

      • getPreferredComponentListFromResource

        java.lang.String getPreferredComponentListFromResource()

      • getPreferredComponentListFromFileSystem

        java.lang.String getPreferredComponentListFromFileSystem()

      • getLastHASCOMethodPriorToParameterRefinementOfBareLearner

        java.lang.String getLastHASCOMethodPriorToParameterRefinementOfBareLearner()

      • getLastHASCOMethodPriorToParameterRefinementOfPipeline

        java.lang.String getLastHASCOMethodPriorToParameterRefinementOfPipeline()

      • getPerformanceMetricForSearchPhase

        org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,​?> getPerformanceMetricForSearchPhase()

      • getPerformanceMetricForSelectionPhase

        org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,​?> getPerformanceMetricForSelectionPhase()

      • getSearchSelectionDatasetSplitter

        org.api4.java.ai.ml.core.dataset.splitter.IFoldSizeConfigurableRandomDatasetSplitter<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>> getSearchSelectionDatasetSplitter()