hex

Class ModelBuilderHelper

java.lang.Object

hex.ModelBuilderHelper

public class ModelBuilderHelper
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
ModelBuilderHelper()

Method Summary

Modifier and Type	Method and Description
static <E extends ModelBuilder<?,?,?>> E[]	trainModelsParallel(E[] mbs, int parallelization) A helper method facilitating parallel training of a collection of models.

Methods inherited from class java.lang.Object

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

Constructor Detail

ModelBuilderHelper

public ModelBuilderHelper()

Method Detail

trainModelsParallel

public static <E extends ModelBuilder<?,?,?>> E[] trainModelsParallel(E[] mbs,
                                                                      int parallelization)

A helper method facilitating parallel training of a collection of models.

Type Parameters:

E - type of ModelBuilder

Parameters:

mbs - an array of ModelBuilders ready to be trained (ideally with parameters already validated)

parallelization - level of parallelization - we will run up to #parallelization models concurrently

Returns:

finished ModelBuilders