edu.stanford.nlp.classify
Class LogisticClassifierFactory<L,F>

java.lang.Object
  extended by edu.stanford.nlp.classify.LogisticClassifierFactory<L,F>
All Implemented Interfaces:
ClassifierFactory<L,F,LogisticClassifier<L,F>>, Serializable

public class LogisticClassifierFactory<L,F>
extends Object
implements ClassifierFactory<L,F,LogisticClassifier<L,F>>

See Also:
Serialized Form

Constructor Summary
LogisticClassifierFactory()
           
 
Method Summary
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, boolean biased)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, LogPrior prior)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, LogPrior prior, boolean biased)
           
 LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, LogPrior prior, boolean biased)
           
 LogisticClassifier<L,F> trainClassifier(List<RVFDatum<L,F>> examples)
          Deprecated. 
 LogisticClassifier<L,F> trainWeightedData(GeneralDataset<L,F> data, float[] dataWeights)
           
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

LogisticClassifierFactory

public LogisticClassifierFactory()
Method Detail

trainWeightedData

public LogisticClassifier<L,F> trainWeightedData(GeneralDataset<L,F> data,
                                                 float[] dataWeights)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data)
Specified by:
trainClassifier in interface ClassifierFactory<L,F,LogisticClassifier<L,F>>

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               LogPrior prior,
                                               boolean biased)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               double l1reg)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               double l1reg,
                                               double tol)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               double l1reg,
                                               double tol,
                                               LogPrior prior)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               double l1reg,
                                               double tol,
                                               boolean biased)

trainClassifier

public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data,
                                               double l1reg,
                                               double tol,
                                               LogPrior prior,
                                               boolean biased)

trainClassifier

@Deprecated
public LogisticClassifier<L,F> trainClassifier(List<RVFDatum<L,F>> examples)
Deprecated. 

Specified by:
trainClassifier in interface ClassifierFactory<L,F,LogisticClassifier<L,F>>


Stanford NLP Group