org.openimaj.ml.linear.learner.matlib.regul

Class L1Regulariser

java.lang.Object

org.openimaj.ml.linear.learner.matlib.regul.L1Regulariser

All Implemented Interfaces:

Regulariser

public class L1Regulariser
extends Object
implements Regulariser

Author:

Sina Samangooei (ss@ecs.soton.ac.uk)

Constructor Summary

Constructors

Constructor and Description
L1Regulariser()

Method Summary

Modifier and Type	Method and Description
ch.akuhn.matrix.Matrix	prox(ch.akuhn.matrix.Matrix W, double lambda)

Methods inherited from class java.lang.Object

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

Constructor Detail

L1Regulariser

public L1Regulariser()

Method Detail

prox

public ch.akuhn.matrix.Matrix prox(ch.akuhn.matrix.Matrix W,
                                   double lambda)

Specified by:

prox in interface Regulariser