ActiveMLAlgorithm (LIMES Core Library 1.8.2 API)

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 Description

static MLImplementationType ML_IMPLEMENTATION_TYPE

Constructor Summary

Constructors
Constructor Description

ActiveMLAlgorithm(Class<? extends ACoreMLAlgorithm> clazz)

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	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