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

Class MLSophisticatedPipeline

java.lang.Object

ai.libs.jaicore.ml.weka.classification.pipeline.MLSophisticatedPipeline

All Implemented Interfaces:

FeatureGenerator, FeaturePreprocessor, java.io.Serializable, weka.classifiers.Classifier

public class MLSophisticatedPipeline
extends java.lang.Object
implements weka.classifiers.Classifier, FeatureGenerator, java.io.Serializable

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
MLSophisticatedPipeline(java.util.List<FeatureGenerator> featureGenerators, java.util.List<FeaturePreprocessor> preprocessors, java.util.List<FeaturePreprocessor> featureSelectors, weka.classifiers.Classifier baseClassifier)

Method Summary

Modifier and Type	Method	Description
weka.core.Instance	apply(weka.core.Instance data)
weka.core.Instances	apply(weka.core.Instances data)
void	buildClassifier(weka.core.Instances data)
double	classifyInstance(weka.core.Instance arg0)
double[]	distributionForInstance(weka.core.Instance arg0)
weka.classifiers.Classifier	getBaseClassifier()
weka.core.Capabilities	getCapabilities()
long	getTimeForExecutingClassifier()
long	getTimeForExecutingPreprocessor()
long	getTimeForTrainingClassifier()
long	getTimeForTrainingPreprocessor()
boolean	isPrepared()
void	prepare(weka.core.Instances data)

Methods inherited from class java.lang.Object

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

Constructor Detail

MLSophisticatedPipeline

public MLSophisticatedPipeline(java.util.List<FeatureGenerator> featureGenerators,
                               java.util.List<FeaturePreprocessor> preprocessors,
                               java.util.List<FeaturePreprocessor> featureSelectors,
                               weka.classifiers.Classifier baseClassifier)

Method Detail

buildClassifier

public void buildClassifier(weka.core.Instances data)
                     throws java.lang.Exception

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

classifyInstance

public double classifyInstance(weka.core.Instance arg0)
                        throws java.lang.Exception

Specified by:

classifyInstance in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

distributionForInstance

public double[] distributionForInstance(weka.core.Instance arg0)
                                 throws java.lang.Exception

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Throws:

java.lang.Exception

getCapabilities

public weka.core.Capabilities getCapabilities()

Specified by:

getCapabilities in interface weka.classifiers.Classifier

getBaseClassifier

public weka.classifiers.Classifier getBaseClassifier()

getTimeForTrainingPreprocessor

public long getTimeForTrainingPreprocessor()

getTimeForTrainingClassifier

public long getTimeForTrainingClassifier()

getTimeForExecutingPreprocessor

public long getTimeForExecutingPreprocessor()

getTimeForExecutingClassifier

public long getTimeForExecutingClassifier()

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