com.rapidminer.operator.generator
Class GlobalAndLocalPatternsFunction

java.lang.Object
  com.rapidminer.operator.generator.ClassificationFunction
      com.rapidminer.operator.generator.GlobalAndLocalPatternsFunction

All Implemented Interfaces:

TargetFunction

public class GlobalAndLocalPatternsFunction
extends ClassificationFunction

The label is positive if the sum of both arguments is positive and negative otherwise. In addition, several local patterns in different sizes are placed in the data space.

Author:

Ingo Mierswa

Nested Class Summary

Nested classes/interfaces inherited from interface com.rapidminer.operator.generator.TargetFunction

TargetFunction.FunctionException

Field Summary

Fields inherited from class com.rapidminer.operator.generator.ClassificationFunction

lower, upper

Constructor Summary

GlobalAndLocalPatternsFunction()

Method Summary

double	calculate(double[] att) Calculates the target function on arguments.
void	init(RandomGenerator random) Does nothing.

Methods inherited from class com.rapidminer.operator.generator.ClassificationFunction

createArguments, getLabel, setLowerArgumentBound, setTotalNumberOfAttributes, setTotalNumberOfExamples, setUpperArgumentBound

Methods inherited from class java.lang.Object

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

Constructor Detail

GlobalAndLocalPatternsFunction

public GlobalAndLocalPatternsFunction()

Method Detail

init

public void init(RandomGenerator random)

Description copied from class: ClassificationFunction

Does nothing.

Specified by:

init in interface TargetFunction

Overrides:

init in class ClassificationFunction

calculate

public double calculate(double[] att)
                 throws TargetFunction.FunctionException

Description copied from interface: TargetFunction

Calculates the target function on arguments.

Throws:

TargetFunction.FunctionException