org.aksw.limes.core.ml.algorithm

Class ActiveMLAlgorithm

java.lang.Object

org.aksw.limes.core.ml.algorithm.AMLAlgorithm

org.aksw.limes.core.ml.algorithm.ActiveMLAlgorithm

public class ActiveMLAlgorithm
extends AMLAlgorithm

Author:

Tommaso Soru (tsoru@informatik.uni-leipzig.de)

Field Summary

Fields

Modifier and Type	Field and Description
static MLImplementationType	ML_IMPLEMENTATION_TYPE

Constructor Summary

Constructors

Constructor and Description
ActiveMLAlgorithm(Class<? extends ACoreMLAlgorithm> clazz)

Method Summary

Modifier and Type	Method and Description
MLResults	activeLearn()
MLResults	activeLearn(AMapping oracleMapping)
AMapping	getNextExamples(int size)

Methods inherited from class org.aksw.limes.core.ml.algorithm.AMLAlgorithm

asActive, asSupervised, asUnsupervised, getMl, getName, getParameters, init, predict, setMl, setParameter

Methods inherited from class java.lang.Object

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

Field Detail

ML_IMPLEMENTATION_TYPE

public static final MLImplementationType ML_IMPLEMENTATION_TYPE

Constructor Detail

ActiveMLAlgorithm

public ActiveMLAlgorithm(Class<? extends ACoreMLAlgorithm> clazz)
                  throws UnsupportedMLImplementationException

Parameters:

clazz - the CoreMLAlgorithm class

Throws:

UnsupportedMLImplementationException - if ML implementation is not supported

Method Detail

getNextExamples

public AMapping getNextExamples(int size)
                         throws UnsupportedMLImplementationException

Parameters:

size - number of examples to return

Returns:

the mapping

Throws:

UnsupportedMLImplementationException - if ML implementation is not supported

activeLearn

public MLResults activeLearn()
                      throws UnsupportedMLImplementationException

Returns:

wrap with results

Throws:

UnsupportedMLImplementationException - Exception

activeLearn

public MLResults activeLearn(AMapping oracleMapping)
                      throws UnsupportedMLImplementationException

Parameters:

oracleMapping - mapping from the oracle

Returns:

wrap with results

Throws:

UnsupportedMLImplementationException - if ML implementation is not supported