Package ai.libs.jaicore.ml.core.evaluation.evaluator.factory

Interface ISplitBasedSupervisedLearnerEvaluatorFactory<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>,F>

All Superinterfaces:

ISupervisedLearnerEvaluatorFactory<I,D>

All Known Implementing Classes:

AMonteCarloCrossValidationBasedEvaluatorFactory, MonteCarloCrossValidationEvaluatorFactory

public interface ISplitBasedSupervisedLearnerEvaluatorFactory<I extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends I>,F>
extends ISupervisedLearnerEvaluatorFactory<I,D>

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>	getDatasetSplitter()
F	withDatasetSplitter(org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>> datasetSplitter)	Sets the dataset spliter to the given dataset splitter.

Methods inherited from interface ai.libs.jaicore.ml.core.evaluation.evaluator.factory.ISupervisedLearnerEvaluatorFactory

getLearnerEvaluator

Method Detail

withDatasetSplitter

F withDatasetSplitter(org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>> datasetSplitter)

Sets the dataset spliter to the given dataset splitter.

Parameters:

datasetSplitter - The dataset splitter to be used for splitting the dataset into train and test folds.

Returns:

The instance of the factory.

getDatasetSplitter

org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>> getDatasetSplitter()

Returns:

The currently configured dataset splitter.