org.apache.ignite.ml.util.generators.standard

Class GaussianMixtureDataStream.Builder

java.lang.Object

org.apache.ignite.ml.util.generators.standard.GaussianMixtureDataStream.Builder

Enclosing class:

GaussianMixtureDataStream

public static class GaussianMixtureDataStream.Builder
extends Object

Builder for gaussian mixture.

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
GaussianMixtureDataStream.Builder	add(Vector mean, Vector variance) Adds multidimentional gaussian component.
GaussianMixtureDataStream	build()
GaussianMixtureDataStream	build(long seed)

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

add

public GaussianMixtureDataStream.Builder add(Vector mean,
                                             Vector variance)

Adds multidimentional gaussian component.

Parameters:

mean - Mean value.

variance - Variance for each component.

build

public GaussianMixtureDataStream build()

Returns:

GaussianMixtureDataStream instance.

build

public GaussianMixtureDataStream build(long seed)

Parameters:

seed - Seed.

Returns:

GaussianMixtureDataStream instance.