Package ai.libs.jaicore.ml.weka.classification.pipeline.featuregen

Class PolynomialFeatures

java.lang.Object

ai.libs.jaicore.ml.weka.classification.pipeline.featuregen.PolynomialFeatures

All Implemented Interfaces:

FeatureGenerator, FeaturePreprocessor, java.io.Serializable

public class PolynomialFeatures
extends java.lang.Object
implements FeatureGenerator

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
PolynomialFeatures()

Method Summary

Modifier and Type	Method	Description
weka.core.Instance	apply(weka.core.Instance data)
weka.core.Instances	apply(weka.core.Instances data)
int	getPotence()
boolean	isPrepared()
void	prepare(weka.core.Instances data)
void	setPotence(int potence)

Methods inherited from class java.lang.Object

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

Constructor Detail

PolynomialFeatures

public PolynomialFeatures()

Method Detail

prepare

public void prepare(weka.core.Instances data)
             throws PreprocessingException

Specified by:

prepare in interface FeaturePreprocessor

Throws:

PreprocessingException

apply

public weka.core.Instance apply(weka.core.Instance data)
                         throws PreprocessingException

Specified by:

apply in interface FeaturePreprocessor

Throws:

PreprocessingException

apply

public weka.core.Instances apply(weka.core.Instances data)
                          throws PreprocessingException

Specified by:

apply in interface FeaturePreprocessor

Throws:

PreprocessingException

isPrepared

public boolean isPrepared()

Specified by:

isPrepared in interface FeaturePreprocessor

getPotence

public int getPotence()

setPotence

public void setPotence(int potence)