hex

Class CVModelBuilder

java.lang.Object

hex.CVModelBuilder

public class CVModelBuilder
extends java.lang.Object

Execute Cross-Validation model build in parallel

Constructor Summary

Constructors

Constructor and Description
CVModelBuilder(Job job, ModelBuilder<?,?,?>[] modelBuilders, int parallelization)

Method Summary

Modifier and Type	Method and Description
void	bulkBuildModels()
protected void	finished(ModelBuilder<?,?,?> m)
protected Job	getJob()
protected void	prepare(ModelBuilder<?,?,?> m)

Methods inherited from class java.lang.Object

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

Constructor Detail

CVModelBuilder

public CVModelBuilder(Job job,
                      ModelBuilder<?,?,?>[] modelBuilders,
                      int parallelization)

Parameters:

job - parent job (processing will be stopped if stop of a parent job was requested)

modelBuilders - list of model builders to run in bulk

parallelization - level of parallelization (how many models can be built at the same time)

Method Detail

prepare

protected void prepare(ModelBuilder<?,?,?> m)

finished

protected void finished(ModelBuilder<?,?,?> m)

bulkBuildModels

public void bulkBuildModels()

getJob

protected Job getJob()