org.simbrain.util.projection

Class ProjectPCA

java.lang.Object

org.simbrain.util.projection.ProjectionMethod

org.simbrain.util.projection.ProjectPCA

public class ProjectPCA
extends ProjectionMethod

ProjectPCA Projects the high-dimensional dataset along its two principal components to the low-d dataset.

Author:

Scott Hotton

Field Summary

Fields inherited from class org.simbrain.util.projection.ProjectionMethod

projector

Constructor Summary

Constructors

Constructor and Description
ProjectPCA(Projector projector) Default PCA project.

Method Summary

Modifier and Type	Method and Description
void	init() Perform any initialization necessary for a given projection method.
void	project() Perform operations necessary to project the data.

Methods inherited from class org.simbrain.util.projection.ProjectionMethod

isIterable, suggestedMinPoints

Methods inherited from class java.lang.Object

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

Constructor Detail

ProjectPCA

public ProjectPCA(Projector projector)

Default PCA project.

Parameters:

projector -

Method Detail

project

public void project()

Description copied from class: ProjectionMethod

Perform operations necessary to project the data. For iterable functions this is just a stub.

Specified by:

project in class ProjectionMethod

init

public void init()

Description copied from class: ProjectionMethod

Perform any initialization necessary for a given projection method.

Specified by:

init in class ProjectionMethod