org.cleartk.classifier.tksvmlight
Class OVATKSVMlightClassifier

java.lang.Object
  org.cleartk.classifier.jar.EncodingJarClassifier<ENCODED_FEATURES_TYPE,OUTCOME_TYPE,ENCODED_OUTCOME_TYPE>
      org.cleartk.classifier.jar.Classifier_ImplBase<TreeFeatureVector,String,Integer>
          org.cleartk.classifier.tksvmlight.OVATKSVMlightClassifier

All Implemented Interfaces:

org.cleartk.classifier.Classifier<String>

Deprecated. Use TKSVMlightStringOutcomeClassifier instead.

@Deprecated
public class OVATKSVMlightClassifier
extends org.cleartk.classifier.jar.Classifier_ImplBase<TreeFeatureVector,String,Integer>

A One versus All Tree Kernel SVM light classifier implementation. All features named with the prefix "TK_" treated as Tree Kernels.
Copyright (c) 2007-2008, Regents of the University of Colorado
All rights reserved.

Version:

0.2.1

Author:

Daryl Lonnon

See Also:

TKSVMlightClassifier

Field Summary

Fields inherited from class org.cleartk.classifier.jar.EncodingJarClassifier

featuresEncoder, outcomeEncoder

Constructor Summary

OVATKSVMlightClassifier(org.cleartk.classifier.encoder.features.FeaturesEncoder<TreeFeatureVector> featuresEncoder, org.cleartk.classifier.encoder.outcome.OutcomeEncoder<String,Integer> outcomeEncoder, Map<Integer,File> models)
Deprecated. Constructor

Method Summary

String	classify(List<org.cleartk.classifier.Feature> features) Deprecated. Classify a features list.
List<org.cleartk.classifier.ScoredOutcome<String>>	score(List<org.cleartk.classifier.Feature> features, int maxResults) Deprecated. Score a list of features against the various models used by the One Verse All SVM classifier.

Methods inherited from class java.lang.Object

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

Constructor Detail

OVATKSVMlightClassifier

public OVATKSVMlightClassifier(org.cleartk.classifier.encoder.features.FeaturesEncoder<TreeFeatureVector> featuresEncoder,
                               org.cleartk.classifier.encoder.outcome.OutcomeEncoder<String,Integer> outcomeEncoder,
                               Map<Integer,File> models)

Deprecated.

Constructor

Parameters:

featuresEncoder - The features encoder used by this classifier.

outcomeEncoder - The outcome encoder used by this classifier.

models - The files for the models used by this classifier.

Method Detail

classify

public String classify(List<org.cleartk.classifier.Feature> features)
                throws org.cleartk.classifier.CleartkProcessingException

Deprecated.

Classify a features list.

Parameters:

features - The feature list to classify.

Returns:

A String of the most likely classification.

Throws:

org.cleartk.classifier.CleartkProcessingException

score

public List<org.cleartk.classifier.ScoredOutcome<String>> score(List<org.cleartk.classifier.Feature> features,
                                                                int maxResults)
                                                         throws org.cleartk.classifier.CleartkProcessingException

Deprecated.

Score a list of features against the various models used by the One Verse All SVM classifier.

Specified by:

score in interface org.cleartk.classifier.Classifier<String>

Overrides:

score in class org.cleartk.classifier.jar.Classifier_ImplBase<TreeFeatureVector,String,Integer>

Parameters:

features - The features to classify

maxResults - The maximum number of results to return in the list.

Returns:

A list of scored outcomes ordered by likelihood.

Throws:

org.cleartk.classifier.CleartkProcessingException