javax.visrec.ml.classification

Interface Classifier<T,R>

Type Parameters:

T - type of input objects to classify (eg. User, Product, Transaction, Image, etc.)

R - type of classification result.

All Known Subinterfaces:

BinaryClassifier<T>, ImageClassifier<IMAGE_CLASS>, MultiClassClassifier<T,R>, NeuralNetBinaryClassifier<T>, NeuralNetImageClassifier<T>

All Known Implementing Classes:

AbstractImageClassifier, AbstractMultiClassClassifier, EnsambleClassifier, LogisticRegression

Functional Interface:

This is a functional interface and can therefore be used as the assignment target for a lambda expression or method reference.

@FunctionalInterface
public interface Classifier<T,R>

Generic classifier interface, that all classifiers should implement. Provides a method to classify instances of some class. Implementations should specify type of objects (class) that are classified.

Since:

1.0

Author:

Zoran Sevarac

See Also:

BinaryClassifier, MultiClassClassifier, ImageClassifier

Method Summary

Modifier and Type	Method and Description
R	classify(T input) Classifies specified instance of type T and returns classification results of type R.

Method Detail

classify

R classify(T input)
    throws ClassificationException

Classifies specified instance of type T and returns classification results of type R.

Parameters:

input - some instance to classify

Returns:

classification results for the specified instance

Throws:

ClassificationException