com.rapidminer.operator.learner.functions.kernel.gaussianprocess
Class Problem

java.lang.Object
  com.rapidminer.operator.learner.functions.kernel.gaussianprocess.Problem

Direct Known Subclasses:

RegressionProblem

public abstract class Problem
extends java.lang.Object

Holds the data defining the regression / classification problem to be learned. - All input vectors are assumed to have the same dimension. - All target vectors are assumed to have the same dimension

Author:

Piotr Kasprzak

Field Summary

double

sigma_0_2

Constructor Summary

Problem(double[][] x, Kernel kernel)
Constructor

Method Summary

int	getInputDimension()
double[][]	getInputVectors()
Kernel	getKernel()
int	getProblemSize() Getters
abstract int	getTargetDimension()

Methods inherited from class java.lang.Object

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

Field Detail

sigma_0_2

public double sigma_0_2

Constructor Detail

Problem

public Problem(double[][] x,
               Kernel kernel)

Constructor

Method Detail

getProblemSize

public int getProblemSize()

Getters

getInputDimension

public int getInputDimension()

getInputVectors

public double[][] getInputVectors()

getTargetDimension

public abstract int getTargetDimension()

getKernel

public Kernel getKernel()