org.openimaj.ml.linear.learner.perceptron

Class MarginMeanCenteredPerceptron

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.MeanCenteredKernelPerceptron

org.openimaj.ml.linear.learner.perceptron.MarginMeanCenteredPerceptron

All Implemented Interfaces:

OnlineLearner<double[],PerceptronClass>

public class MarginMeanCenteredPerceptron
extends MeanCenteredKernelPerceptron

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
MarginMeanCenteredPerceptron(VectorKernel kernel)
MarginMeanCenteredPerceptron(VectorKernel kernel, double margin)

Method Summary

Modifier and Type	Method and Description
void	process(double[] xt, PerceptronClass yt)

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

correct, getMean, getSupports, update

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

getBias, getWeights, mapping, predict

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

getErrors

Methods inherited from class java.lang.Object

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

Constructor Detail

MarginMeanCenteredPerceptron

public MarginMeanCenteredPerceptron(VectorKernel kernel,
                                    double margin)

Parameters:

kernel -

margin -

MarginMeanCenteredPerceptron

public MarginMeanCenteredPerceptron(VectorKernel kernel)

Parameters:

kernel -

Method Detail

process

public void process(double[] xt,
                    PerceptronClass yt)

Specified by:

process in interface OnlineLearner<double[],PerceptronClass>

Overrides:

process in class KernelPerceptron<double[],PerceptronClass>