MonteCarloCrossValidationEvaluatorFactory (jaicore-ml 0.2.0 API)

java.lang.Object
- ai.libs.jaicore.ml.core.evaluation.evaluator.factory.AMonteCarloCrossValidationBasedEvaluatorFactory<MonteCarloCrossValidationEvaluatorFactory>
- - ai.libs.jaicore.ml.core.evaluation.evaluator.factory.MonteCarloCrossValidationEvaluatorFactory

All Implemented Interfaces:

ISupervisedLearnerEvaluatorFactory<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>>, org.api4.java.ai.ml.core.evaluation.IPredictionPerformanceMetricConfigurable, org.api4.java.ai.ml.core.IDataConfigurable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.control.IRandomConfigurable
```
public class MonteCarloCrossValidationEvaluatorFactory
extends AMonteCarloCrossValidationBasedEvaluatorFactory<MonteCarloCrossValidationEvaluatorFactory>
```
Factory for configuring standard Monte Carlo cross-validation evaluators. The basic performance measure is always averaged over the different runs.

Field Summary
- Fields inherited from class ai.libs.jaicore.ml.core.evaluation.evaluator.factory.AMonteCarloCrossValidationBasedEvaluatorFactory
  data, metric, numMCIterations, random

Constructor Summary

Constructors
Constructor Description

MonteCarloCrossValidationEvaluatorFactory()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`MonteCarloCrossValidationEvaluator`	`getLearnerEvaluator()`
`MonteCarloCrossValidationEvaluatorFactory`	`getSelf()`

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.evaluator.factory.AMonteCarloCrossValidationBasedEvaluatorFactory
getData, getDatasetSplitter, getNumMCIterations, getTimeoutForSolutionEvaluation, getTrainFoldSize, setData, setMeasure, setRandom, withData, withDatasetSplitter, withMeasure, withNumMCIterations, withRandom, withTimeoutForSolutionEvaluation, withTrainFoldSize

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - MonteCarloCrossValidationEvaluatorFactory
```
public MonteCarloCrossValidationEvaluatorFactory()
```
- Method Detail
  - getLearnerEvaluator
```
public MonteCarloCrossValidationEvaluator getLearnerEvaluator()
```
  - getSelf
```
public MonteCarloCrossValidationEvaluatorFactory getSelf()
```
    Specified by:
    
    getSelf in class AMonteCarloCrossValidationBasedEvaluatorFactory<MonteCarloCrossValidationEvaluatorFactory>