Package com.azure.resourcemanager.machinelearning.models

Class StackEnsembleSettings

  • public final class StackEnsembleSettings
extends Object
    Advances setting to customize StackEnsemble run.

    • Constructor Detail

      • StackEnsembleSettings

        public StackEnsembleSettings()

    • Method Detail

      • stackMetaLearnerKWargs

        public Object stackMetaLearnerKWargs()
        Get the stackMetaLearnerKWargs property: Optional parameters to pass to the initializer of the meta-learner.
        Returns:
        the stackMetaLearnerKWargs value.

      • withStackMetaLearnerKWargs

        public StackEnsembleSettings withStackMetaLearnerKWargs​(Object stackMetaLearnerKWargs)
        Set the stackMetaLearnerKWargs property: Optional parameters to pass to the initializer of the meta-learner.
        Parameters:
        stackMetaLearnerKWargs - the stackMetaLearnerKWargs value to set.
        Returns:
        the StackEnsembleSettings object itself.

      • stackMetaLearnerTrainPercentage

        public Double stackMetaLearnerTrainPercentage()
        Get the stackMetaLearnerTrainPercentage property: Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2.
        Returns:
        the stackMetaLearnerTrainPercentage value.

      • withStackMetaLearnerTrainPercentage

        public StackEnsembleSettings withStackMetaLearnerTrainPercentage​(Double stackMetaLearnerTrainPercentage)
        Set the stackMetaLearnerTrainPercentage property: Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2.
        Parameters:
        stackMetaLearnerTrainPercentage - the stackMetaLearnerTrainPercentage value to set.
        Returns:
        the StackEnsembleSettings object itself.

      • stackMetaLearnerType

        public StackMetaLearnerType stackMetaLearnerType()
        Get the stackMetaLearnerType property: The meta-learner is a model trained on the output of the individual heterogeneous models.
        Returns:
        the stackMetaLearnerType value.

      • withStackMetaLearnerType

        public StackEnsembleSettings withStackMetaLearnerType​(StackMetaLearnerType stackMetaLearnerType)
        Set the stackMetaLearnerType property: The meta-learner is a model trained on the output of the individual heterogeneous models.
        Parameters:
        stackMetaLearnerType - the stackMetaLearnerType value to set.
        Returns:
        the StackEnsembleSettings object itself.

      • validate

        public void validate()
        Validates the instance.
        Throws:
        IllegalArgumentException - thrown if the instance is not valid.