Package cc.mallet.fst.semi_supervised.constraints

Class OneLabelKLGEConstraints

java.lang.Object

cc.mallet.fst.semi_supervised.constraints.OneLabelGEConstraints

cc.mallet.fst.semi_supervised.constraints.OneLabelKLGEConstraints

All Implemented Interfaces:

GEConstraint

public class OneLabelKLGEConstraints
extends OneLabelGEConstraints

A set of constraints on distributions over consecutive labels conditioned an input features. This is to be used with GE, and penalizes the KL divergence between model and target distributions. Multiple constraints are grouped together here to make things more efficient.

Author:

Gregory Druck

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
protected class	OneLabelKLGEConstraints.OneLabelGEKLConstraint

Nested classes/interfaces inherited from class cc.mallet.fst.semi_supervised.constraints.OneLabelGEConstraints

OneLabelGEConstraints.OneLabelGEConstraint

Field Summary

Fields inherited from class cc.mallet.fst.semi_supervised.constraints.OneLabelGEConstraints

cache, constraints, map

Constructor Summary

Constructors

Constructor	Description
OneLabelKLGEConstraints()

Method Summary

Modifier and Type	Method	Description
void	addConstraint(int fi, double[] target, double weight)
GEConstraint	copy()	This is used in multi-threading.
double	getValue()	Returns the total constraint value.

Methods inherited from class cc.mallet.fst.semi_supervised.constraints.OneLabelGEConstraints

computeExpectations, getCompositeConstraintFeatureValue, isOneStateConstraint, preProcess, preProcess, setStateLabelMap, zeroExpectations

Methods inherited from class java.lang.Object

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

Constructor Detail

OneLabelKLGEConstraints

public OneLabelKLGEConstraints()

Method Detail

copy

public GEConstraint copy()

Description copied from interface: GEConstraint

This is used in multi-threading.

Returns:

A copy of the GEConstraint.

addConstraint

public void addConstraint(int fi,
                          double[] target,
                          double weight)

Specified by:

addConstraint in class OneLabelGEConstraints

getValue

public double getValue()

Description copied from interface: GEConstraint

Returns the total constraint value.

Specified by:

getValue in interface GEConstraint

Specified by:

getValue in class OneLabelGEConstraints

Returns:

Constraint value