at.tuwien.ifs.somtoolbox.layers.initialisation
Class PCAInitializer
java.lang.Object
at.tuwien.ifs.somtoolbox.layers.initialisation.PCAInitializer
- All Implemented Interfaces:
- LayerInitializer
public class PCAInitializer
- extends Object
- implements LayerInitializer
SOM Principal Component Initializer
- Author:
- Stefan Bischof, Leo Sklenitzka
Method Summary |
Unit[][][] |
initialize()
Initialize the SOM Layer using Principal Component Analysis |
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
layer
private Layer layer
xSize
private int xSize
ySize
private int ySize
zSize
private int zSize
data
private InputData data
dim
private int dim
PCAInitializer
public PCAInitializer(Layer layer,
int size,
int size2,
int size3,
InputData data,
int dim)
initialize
public Unit[][][] initialize()
- Initialize the SOM Layer using Principal Component Analysis
- Specified by:
initialize
in interface LayerInitializer
- Returns:
- initialized SOM