com.datumbox.framework.core.machinelearning.modelselection

Class Validator<VM extends ValidationMetrics>

java.lang.Object

com.datumbox.framework.core.machinelearning.modelselection.Validator<VM>

Type Parameters:

VM -

public class Validator<VM extends ValidationMetrics>
extends java.lang.Object

Estimates the validation metrics of a specific model.

Constructor Summary

Constructors

Constructor and Description
Validator(java.lang.Class<VM> vmClass, Configuration configuration) The constructor of the K-Fold cross validator.

Method Summary

Modifier and Type	Method and Description
VM	validate(java.util.Iterator<AbstractSplitter.Split> dataSplits, TrainingParameters trainingParameters) Estimates the average validation metrics on the provided data splits.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Validator

public Validator(java.lang.Class<VM> vmClass,
                 Configuration configuration)

The constructor of the K-Fold cross validator.

Parameters:

vmClass -

Method Detail

validate

public VM validate(java.util.Iterator<AbstractSplitter.Split> dataSplits,
                   TrainingParameters trainingParameters)

Estimates the average validation metrics on the provided data splits.

Parameters:

dataSplits -

trainingParameters -

Returns: