ws.palladian.classification.text.vector

Class TextVectorClassifier<M extends Model>

java.lang.Object

ws.palladian.core.AbstractLearner<TextVectorClassifier.TextVectorModel<M>>

ws.palladian.classification.text.vector.TextVectorClassifier<M>

All Implemented Interfaces:

Classifier<TextVectorClassifier.TextVectorModel<M>>, Learner<TextVectorClassifier.TextVectorModel<M>>

public class TextVectorClassifier<M extends Model>
extends AbstractLearner<TextVectorClassifier.TextVectorModel<M>>
implements Classifier<TextVectorClassifier.TextVectorModel<M>>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TextVectorClassifier.TextVectorModel<M extends Model>

Constructor Summary

Constructors

Constructor and Description
TextVectorClassifier(ITextVectorizer vectorizer, Learner<M> learner, Classifier<M> classifier)

Method Summary

Modifier and Type	Method and Description
CategoryEntries	classify(FeatureVector featureVector, TextVectorClassifier.TextVectorModel<M> model)
static TextVectorClassifier<LibLinearModel>	libLinear(ITextVectorizer vectorizer)
static TextVectorClassifier<LibLinearModel>	libLinear(ITextVectorizer vectorizer, de.bwaldvogel.liblinear.Parameter parameter)
String	toString()
TextVectorClassifier.TextVectorModel<M>	train(Dataset dataset)

Methods inherited from class ws.palladian.core.AbstractLearner

train, train

Methods inherited from class java.lang.Object

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

Constructor Detail

TextVectorClassifier

public TextVectorClassifier(ITextVectorizer vectorizer,
                            Learner<M> learner,
                            Classifier<M> classifier)

Method Detail

libLinear

public static TextVectorClassifier<LibLinearModel> libLinear(ITextVectorizer vectorizer)

libLinear

public static TextVectorClassifier<LibLinearModel> libLinear(ITextVectorizer vectorizer,
                                                             de.bwaldvogel.liblinear.Parameter parameter)

train

public TextVectorClassifier.TextVectorModel<M> train(Dataset dataset)

Specified by:

train in interface Learner<TextVectorClassifier.TextVectorModel<M extends Model>>

classify

public CategoryEntries classify(FeatureVector featureVector,
                                TextVectorClassifier.TextVectorModel<M> model)

Specified by:

classify in interface Classifier<TextVectorClassifier.TextVectorModel<M extends Model>>

toString

public String toString()

Overrides:

toString in class AbstractLearner<TextVectorClassifier.TextVectorModel<M extends Model>>