edu.umass.cs.mallet.projects.seg_plus_coref.condclust.cluster
Class ConditionalClustererTrainer

java.lang.Object
  extended byedu.umass.cs.mallet.projects.seg_plus_coref.condclust.cluster.ConditionalClustererTrainer

public class ConditionalClustererTrainer
extends java.lang.Object

Trains the conditional clusterer to predict "yes" or "no" for a NodeClusterPair; i.e. does this nodes belong in this cluster?


Constructor Summary
ConditionalClustererTrainer(Pipe _p)
           
ConditionalClustererTrainer(Pipe _p, ClassifierTrainer _classifierTrainer)
           
ConditionalClustererTrainer(Pipe _p, ClassifierTrainer _classifierTrainer, double _threshold)
           
ConditionalClustererTrainer(Pipe _p, double _threshold)
           
 
Method Summary
 ConditionalClusterer train(AbstractPipeInputIterator instanceIterator, boolean useFeatureInduction)
           
 ConditionalClusterer train(java.util.Collection trainingCluster, boolean useFeatureInduction, boolean generateSampledInstances, double positiveInstanceRatio, int numberTrainingInstances)
           
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

ConditionalClustererTrainer

public ConditionalClustererTrainer(Pipe _p,
                                   ClassifierTrainer _classifierTrainer,
                                   double _threshold)

ConditionalClustererTrainer

public ConditionalClustererTrainer(Pipe _p,
                                   ClassifierTrainer _classifierTrainer)

ConditionalClustererTrainer

public ConditionalClustererTrainer(Pipe _p,
                                   double _threshold)

ConditionalClustererTrainer

public ConditionalClustererTrainer(Pipe _p)
Method Detail

train

public ConditionalClusterer train(AbstractPipeInputIterator instanceIterator,
                                  boolean useFeatureInduction)

train

public ConditionalClusterer train(java.util.Collection trainingCluster,
                                  boolean useFeatureInduction,
                                  boolean generateSampledInstances,
                                  double positiveInstanceRatio,
                                  int numberTrainingInstances)