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java.lang.Object cc.mallet.fst.semi_supervised.constraints.TwoLabelGEConstraints cc.mallet.fst.semi_supervised.constraints.TwoLabelL2GEConstraints
public class TwoLabelL2GEConstraints
A set of constraints on distributions over consecutive labels conditioned an input features. This is to be used with GE, and penalizes the L_2^2 difference between model and target distributions. Multiple constraints are grouped together here to make things more efficient.
Nested Class Summary | |
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protected class |
TwoLabelL2GEConstraints.TwoLabelL2GEConstraint
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Nested classes/interfaces inherited from class cc.mallet.fst.semi_supervised.constraints.TwoLabelGEConstraints |
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TwoLabelGEConstraints.TwoLabelGEConstraint |
Field Summary |
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Fields inherited from class cc.mallet.fst.semi_supervised.constraints.TwoLabelGEConstraints |
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cache, constraintsList, constraintsMap, map |
Constructor Summary | |
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TwoLabelL2GEConstraints()
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Method Summary | |
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void |
addConstraint(int fi,
double[][] target,
double weight)
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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.TwoLabelGEConstraints |
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computeExpectations, getCompositeConstraintFeatureValue, isOneStateConstraint, preProcess, preProcess, setStateLabelMap, zeroExpectations |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public TwoLabelL2GEConstraints()
Method Detail |
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public GEConstraint copy()
GEConstraint
public void addConstraint(int fi, double[][] target, double weight)
addConstraint
in class TwoLabelGEConstraints
fi
- Input feature indextarget
- Target distribution over pairs of labelsweight
- Weight of this constraintpublic double getValue()
GEConstraint
getValue
in interface GEConstraint
getValue
in class TwoLabelGEConstraints
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