org.deidentifier.arx.aggregates.classification

Class ClassificationMethod

java.lang.Object

org.deidentifier.arx.aggregates.classification.ClassificationMethod

Direct Known Subclasses:

MultiClassLogisticRegression, MultiClassNaiveBayes, MultiClassRandomForest, MultiClassZeroR

public abstract class ClassificationMethod
extends java.lang.Object

Implements a classifier

Constructor Summary

Constructors

Constructor and Description
ClassificationMethod(WrappedBoolean interrupt) Creates a new instance

Method Summary

Modifier and Type	Method and Description
abstract ClassificationResult	classify(DataHandleInternal handle, int row) Classify
abstract void	close() Close
abstract void	train(DataHandleInternal features, DataHandleInternal clazz, int row) Train

Methods inherited from class java.lang.Object

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

Constructor Detail

ClassificationMethod

public ClassificationMethod(WrappedBoolean interrupt)

Creates a new instance

Parameters:

interrupt -

Method Detail

classify

public abstract ClassificationResult classify(DataHandleInternal handle,
                                              int row)

Classify

Parameters:

handle -

row -

Returns:

close

public abstract void close()

Close

train

public abstract void train(DataHandleInternal features,
                           DataHandleInternal clazz,
                           int row)

Train

Parameters:

features -

clazz -

row -