org.streaminer.stream.classifier

Interface Classifier<D,T>

All Superinterfaces:

Learner<D,PredictionModel<D,T>>, Model, PredictionModel<D,T>, Serializable

All Known Subinterfaces:

LinearRegression<D>, Regressor<D>

All Known Implementing Classes:

AbstractClassifier, AbstractMultiClassifier, AbstractRegressor, BoundedBayes, LossyBayes, MajorityClass, MultiBayes, MultiLossyBayes, MultiRandomClassifier, MultiTopkBayes, NaiveBayes, NaiveBayesWOP, Perceptron, RandomClassifier, RegressionTree, RTree, StickySamplingBayes, TopKBayes

public interface Classifier<D,T>
extends PredictionModel<D,T>, Learner<D,PredictionModel<D,T>>

A classifier is basically just a PredictionModel and the associated learning algorithm. This interface defines that union.

Author:

Christian Bockermann <chris@jwall.org>

Method Summary

Methods inherited from interface org.streaminer.stream.model.PredictionModel

predict

Methods inherited from interface org.streaminer.stream.learner.Learner

getModel, init, learn