edu.stanford.nlp.classify
Class LogisticClassifierFactory<L,F>
java.lang.Object
edu.stanford.nlp.classify.LogisticClassifierFactory<L,F>
- All Implemented Interfaces:
- ClassifierFactory<L,F,LogisticClassifier<L,F>>, java.io.Serializable
public class LogisticClassifierFactory<L,F>
- extends java.lang.Object
- implements ClassifierFactory<L,F,LogisticClassifier<L,F>>
- See Also:
- Serialized Form
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(java.util.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 |
LogisticClassifierFactory
public LogisticClassifierFactory()
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(java.util.List<RVFDatum<L,F>> examples)
- Deprecated.
- Specified by:
trainClassifier
in interface ClassifierFactory<L,F,LogisticClassifier<L,F>>
Stanford NLP Group