SupportVectorMachine

java.lang.Object
- net.sf.tweety.machinelearning.svm.SupportVectorMachine

All Implemented Interfaces:

Classifier
```
public class SupportVectorMachine
extends java.lang.Object
implements Classifier
```
Realizes a support vector machine classifier utilizing LIBSVM.

Author:

Matthias Thimm

- Field Summary
  
  Fields
  Modifier and Type Field Description
  
  private libsvm.svm_model model
  The actual libsvm model.
- Constructor Summary
  
  Constructors
  Modifier Constructor Description
  
  protected SupportVectorMachine(libsvm.svm_model model)
  Creates a new SVM from the given libsvm model.
- Method Summary
  
  Modifier and Type Method Description
  
  Category classify(Observation obs)
  Classifies the given observation.
  - Methods inherited from class java.lang.Object
    clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
  - model
```
private libsvm.svm_model model
```
    The actual libsvm model.
- Constructor Detail
  - SupportVectorMachine
```
protected SupportVectorMachine(libsvm.svm_model model)
```
    Creates a new SVM from the given libsvm model.
    
    Parameters:
    
    model - a libsvm model.
- Method Detail
  - classify
```
public Category classify(Observation obs)
```
    Description copied from interface: Classifier
    
    Classifies the given observation.
    
    Specified by:
    
    classify in interface Classifier
    
    Parameters:
    
    obs - some observation.
    
    Returns:
    
    The category of the observation.