edu.stanford.nlp.classify
Interface Classifier

All Known Implementing Classes:

AbstractClassifier

public interface Classifier

Method Summary

Array	classify(LabeledDataCollection train, DataCollection test) Assigns each Datum in the test collection to one single category.
Matrix	softClassify(LabeledDataCollection train, DataCollection test) Assigns each Datum in the test collection to multiple categories with certain probabilities.

Method Detail

classify

public Array classify(LabeledDataCollection train,
                      DataCollection test)

Assigns each Datum in the test collection to one single category. Returns an Array that gives datum_index-catogory_index pairs.

softClassify

public Matrix softClassify(LabeledDataCollection train,
                           DataCollection test)

Assigns each Datum in the test collection to multiple categories with certain probabilities. Returns a Matrix whose columns are the category assignment distributions for each Datum.