smile.classification

Interface OnlineClassifier<T>

Type Parameters:

T - the type of input object

All Superinterfaces:

Classifier<T>

All Known Implementing Classes:

NaiveBayes, NeuralNetwork, SVM

public interface OnlineClassifier<T>
extends Classifier<T>

Classifier with online learning capability. Online learning is a model of induction that learns one instance at a time. More formally, an online algorithm proceeds in a sequence of trials.

Author:

Haifeng Li

Method Summary

Modifier and Type	Method and Description
void	learn(T x, int y) Online update the classifier with a new training instance.

Methods inherited from interface smile.classification.Classifier

predict, predict

Method Detail

learn

void learn(T x,
           int y)

Online update the classifier with a new training instance. In general, this method may be NOT multi-thread safe.

Parameters:

x - training instance.

y - training label.