edu.cmu.minorthird.text.learn
Class ConditionalSemiMarkovModel

java.lang.Object
  edu.cmu.minorthird.text.learn.ConditionalSemiMarkovModel

public class ConditionalSemiMarkovModel
extends java.lang.Object

Learn to annotate based on a conditional semi-markov model, learned from examples.

Author:

William Cohen

Nested Class Summary

static class	ConditionalSemiMarkovModel.CSMMAnnotator
static class	ConditionalSemiMarkovModel.CSMMLearner A learner for ConditionalSemiMarkovModel's.
static class	ConditionalSemiMarkovModel.CSMMSpanFE
static class	ConditionalSemiMarkovModel.CSMMWithDictionarySpanFE Feature extractor for providing distance-based features on terms.
static class	ConditionalSemiMarkovModel.Segments

Constructor Summary

ConditionalSemiMarkovModel()

Method Summary

static ConditionalSemiMarkovModel.Segments

bestSegments(Span documentSpan, TextLabels labels, SpanFeatureExtractor fe, BinaryClassifier classifier, int maxSegSize)

Methods inherited from class java.lang.Object

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

Constructor Detail

ConditionalSemiMarkovModel

public ConditionalSemiMarkovModel()

Method Detail

bestSegments

public static ConditionalSemiMarkovModel.Segments bestSegments(Span documentSpan,
                                                               TextLabels labels,
                                                               SpanFeatureExtractor fe,
                                                               BinaryClassifier classifier,
                                                               int maxSegSize)