org.openimaj.ml.linear.learner.perceptron

Class PlusOneDoubleArrayKernelPerceptron

java.lang.Object

org.openimaj.ml.linear.learner.perceptron.KernelPerceptron<double[],PerceptronClass>

org.openimaj.ml.linear.learner.perceptron.DoubleArrayKernelPerceptron

org.openimaj.ml.linear.learner.perceptron.PlusOneDoubleArrayKernelPerceptron

All Implemented Interfaces:

OnlineLearner<double[],PerceptronClass>

public class PlusOneDoubleArrayKernelPerceptron
extends DoubleArrayKernelPerceptron

An implementation of a simple KernelPerceptron which works with double array inputs and is binary.

Author:

Sina Samangooei (ss@ecs.soton.ac.uk)

Field Summary

Fields inherited from class org.openimaj.ml.linear.learner.perceptron.DoubleArrayKernelPerceptron

supports, weights

Fields inherited from class org.openimaj.ml.linear.learner.perceptron.KernelPerceptron

errors

Constructor Summary

Constructors

Constructor and Description
PlusOneDoubleArrayKernelPerceptron(VectorKernel k)

Method Summary

Modifier and Type	Method and Description
double[]	correct(double[] in)

Methods inherited from class org.openimaj.ml.linear.learner.perceptron.DoubleArrayKernelPerceptron

getBias, getSupports, getWeights, mapping, predict, update

Methods inherited from class org.openimaj.ml.linear.learner.perceptron.KernelPerceptron

getErrors, process

Methods inherited from class java.lang.Object

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

Constructor Detail

PlusOneDoubleArrayKernelPerceptron

public PlusOneDoubleArrayKernelPerceptron(VectorKernel k)

Parameters:

k -

Method Detail

correct

public double[] correct(double[] in)