MachineLearningModel (LIMES GUI 1.5.2 API)

java.lang.Object
- org.aksw.limes.core.gui.model.ml.MachineLearningModel

Direct Known Subclasses:

ActiveLearningModel, BatchLearningModel, UnsupervisedLearningModel
```
public abstract class MachineLearningModel
extends Object
```
this class is responsible for the data handling according to the MVC Pattern for the machine learning

Author:

Daniel Obraczka < soz11ffe@ studserv.uni-leipzig.de>

Field Summary

Fields
Modifier and Type	Field and Description
`protected Config`	`config` configuration
`protected LinkSpecification`	`learnedLS` the learned LinkSpecification
`protected AMapping`	`learnedMapping` the resulting mapping of a learning process
`protected List<LearningParameter>`	`learningParameters` parameters
`protected Thread`	`learningThread` thread in which the learning is done
`protected static org.slf4j.Logger`	`logger` logger for this class
`protected AMLAlgorithm`	`mlalgorithm` algorithm
`protected ACache`	`sourceCache` sourceCache
`protected ACache`	`targetCache` targetCache

Constructor Summary

Constructors
Constructor and Description

MachineLearningModel(Config config, ACache sourceCache, ACache targetCache)
constructor

Constructors
Constructor and Description
`MachineLearningModel(Config config, ACache sourceCache, ACache targetCache)` constructor

Method Summary

All Methods Instance Methods Abstract Methods Concrete Methods
Modifier and Type	Method and Description
`abstract javafx.concurrent.Task<Void>`	`createLearningTask()` creates the learning task for this algorithm
`Config`	`getConfig()` return config
`LinkSpecification`	`getLearnedLS()` get learnedLS
`AMapping`	`getLearnedMapping()` get learned mapping
`Thread`	`getLearningThread()` return learning thread
`AMLAlgorithm`	`getMlalgorithm()` return algorithm
`void`	`initializeData(String algorithmName)` creates a new mlalgorithm using `MLAlgorithmFactory`
`void`	`setConfig(Config config)` set config
`void`	`setLearnedLS(LinkSpecification learnedLS)` set learnedLS
`void`	`setLearnedMapping(AMapping learnedMapping)` set learnedMapping
`void`	`setLearningParameters(List<LearningParameter> learningParameters)` set learning parameters
`void`	`setLearningThread(Thread learningThread)` set learning thread
`void`	`setMlalgorithm(AMLAlgorithm mlalgorithm)` set algorithm

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - logger
```
protected static org.slf4j.Logger logger
```
    logger for this class
  - mlalgorithm
```
protected AMLAlgorithm mlalgorithm
```
    algorithm
  - learningParameters
```
protected List<LearningParameter> learningParameters
```
    parameters
  - sourceCache
```
protected ACache sourceCache
```
    sourceCache
  - targetCache
```
protected ACache targetCache
```
    targetCache
  - learningThread
```
protected Thread learningThread
```
    thread in which the learning is done
  - config
```
protected Config config
```
    configuration
  - learnedMapping
```
protected AMapping learnedMapping
```
    the resulting mapping of a learning process
  - learnedLS
```
protected LinkSpecification learnedLS
```
    the learned LinkSpecification
- Constructor Detail
  - MachineLearningModel
```
public MachineLearningModel(Config config,
                            ACache sourceCache,
                            ACache targetCache)
```
    constructor
    
    Parameters:
    
    config - contains the information
    
    sourceCache - source
    
    targetCache - target
- Method Detail
  - createLearningTask
```
public abstract javafx.concurrent.Task<Void> createLearningTask()
```
    creates the learning task for this algorithm
    
    Returns:
    
    the task
  - getMlalgorithm
```
public AMLAlgorithm getMlalgorithm()
```
    return algorithm
    
    Returns:
    
    the algorithm
  - setMlalgorithm
```
public void setMlalgorithm(AMLAlgorithm mlalgorithm)
```
    set algorithm
    
    Parameters:
    
    mlalgorithm - the algorithm to be set
  - setLearningParameters
```
public void setLearningParameters(List<LearningParameter> learningParameters)
```
    set learning parameters
    
    Parameters:
    
    learningParameters - the parameters
  - initializeData
```
public void initializeData(String algorithmName)
```
    creates a new mlalgorithm using MLAlgorithmFactory
    
    Parameters:
    
    algorithmName - the algorithm name
  - getLearningThread
```
public Thread getLearningThread()
```
    return learning thread
    
    Returns:
    
    the thread
  - setLearningThread
```
public void setLearningThread(Thread learningThread)
```
    set learning thread
    
    Parameters:
    
    learningThread - th thread to be set
  - getLearnedMapping
```
public AMapping getLearnedMapping()
```
    get learned mapping
    
    Returns:
    
    the learned mapping
  - setLearnedMapping
```
public void setLearnedMapping(AMapping learnedMapping)
```
    set learnedMapping
    
    Parameters:
    
    learnedMapping - learned mapping
  - getConfig
```
public Config getConfig()
```
    return config
    
    Returns:
    
    the config
  - setConfig
```
public void setConfig(Config config)
```
    set config
    
    Parameters:
    
    config - config
  - getLearnedLS
```
public LinkSpecification getLearnedLS()
```
    get learnedLS
    
    Returns:
    
    learnedLS
  - setLearnedLS
```
public void setLearnedLS(LinkSpecification learnedLS)
```
    set learnedLS
    
    Parameters:
    
    learnedLS - learnedLS

Class MachineLearningModel

Field Summary

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Field Detail

logger

mlalgorithm

learningParameters

sourceCache

targetCache

learningThread

config

learnedMapping

learnedLS

Constructor Detail

MachineLearningModel

Method Detail

createLearningTask

getMlalgorithm

setMlalgorithm

setLearningParameters

initializeData

getLearningThread

setLearningThread

getLearnedMapping

setLearnedMapping

getConfig

setConfig

getLearnedLS

setLearnedLS