Java Code Examples for weka.core.Capabilities#setOwner()

The following examples show how to use weka.core.Capabilities#setOwner() . You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example 1
Source File: SVMAttributeEval.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns the capabilities of this evaluator.
 *
 * @return            the capabilities of this evaluator
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities        result;
  
  result = new SMO().getCapabilities();
  
  result.setOwner(this);
  
  // only binary attributes are allowed, otherwise the NominalToBinary
  // filter inside SMO will increase the number of attributes which in turn
  // will lead to ArrayIndexOutOfBounds-Exceptions.
  result.disable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.BINARY_ATTRIBUTES);
  result.disableAllAttributeDependencies();
  
  return result;
}
Example 2
Source File: MISVM.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns the capabilities of this multi-instance classifier for the
 * relational data.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getMultiInstanceCapabilities() {
  SVM 		classifier;
  Capabilities 	result;

  classifier = null;
  result     = null;
  
  try {
    classifier = new SVM();
    classifier.setKernel(Kernel.makeCopy(getKernel()));
    result = classifier.getCapabilities();
    result.setOwner(this);
  }
  catch (Exception e) {
    e.printStackTrace();
  }
  
  // class
  result.disableAllClasses();
  result.enable(Capability.NO_CLASS);
  
  return result;
}
Example 3
Source File: MISMO.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns default capabilities of the classifier.
 *
 * @return      the capabilities of this classifier
 */
public Capabilities getCapabilities() {
  Capabilities result = getKernel().getCapabilities();
  result.setOwner(this);

  // attributes
  result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.RELATIONAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);

  // class
  result.disableAllClasses();
  result.disableAllClassDependencies();
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  // other
  result.enable(Capability.ONLY_MULTIINSTANCE);
  
  return result;
}
Example 4
Source File: GaussianProcesses.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns default capabilities of the classifier.
 * 
 * @return the capabilities of this classifier
 */
public Capabilities getCapabilities() {
  Capabilities result = getKernel().getCapabilities();
  result.setOwner(this);

  // attribute
  result.enableAllAttributeDependencies();
  // with NominalToBinary we can also handle nominal attributes, but only
  // if the kernel can handle numeric attributes
  if (result.handles(Capability.NUMERIC_ATTRIBUTES))
    result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);

  // class
  result.disableAllClasses();
  result.disableAllClassDependencies();
  result.enable(Capability.NUMERIC_CLASS);
  result.enable(Capability.DATE_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  return result;
}
Example 5
Source File: SMOreg.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns default capabilities of the classifier.
 *
 * @return		the capabilities of this classifier
 */
public Capabilities getCapabilities() {
  Capabilities result = getKernel().getCapabilities();
  result.setOwner(this);

  // attribute
  result.enableAllAttributeDependencies();
  // with NominalToBinary we can also handle nominal attributes, but only
  // if the kernel can handle numeric attributes
  if (result.handles(Capability.NUMERIC_ATTRIBUTES))
    result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.disableAllClasses();
  result.disableAllClassDependencies();
  result.enable(Capability.NUMERIC_CLASS);
  result.enable(Capability.DATE_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  return result;
}
Example 6
Source File: SMO.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns default capabilities of the classifier.
 *
 * @return      the capabilities of this classifier
 */
public Capabilities getCapabilities() {
  Capabilities result = getKernel().getCapabilities();
  result.setOwner(this);
  
  // attribute
  result.enableAllAttributeDependencies();
  // with NominalToBinary we can also handle nominal attributes, but only
  // if the kernel can handle numeric attributes
  if (result.handles(Capability.NUMERIC_ATTRIBUTES))
    result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.disableAllClasses();
  result.disableAllClassDependencies();
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  return result;
}
Example 7
Source File: EM.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/**
 * Returns default capabilities of the clusterer (i.e., the ones of
 * SimpleKMeans).
 * 
 * @return the capabilities of this clusterer
 */
@Override
public Capabilities getCapabilities() {
  Capabilities result = new SimpleKMeans().getCapabilities();
  result.setOwner(this);
  return result;
}
Example 8
Source File: MISMO.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/**
 * Returns the capabilities of this multi-instance classifier for the
 * relational data.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getMultiInstanceCapabilities() {
  Capabilities result = ((MultiInstanceCapabilitiesHandler) getKernel()).getMultiInstanceCapabilities();
  result.setOwner(this);

  // attribute
  result.enableAllAttributeDependencies();
  // with NominalToBinary we can also handle nominal attributes, but only
  // if the kernel can handle numeric attributes
  if (result.handles(Capability.NUMERIC_ATTRIBUTES))
    result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  return result;
}
Example 9
Source File: RemoveByName.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result;
  
  result = new Remove().getCapabilities();
  result.setOwner(this);
  
  return result;
}
Example 10
Source File: MekaClassAttributes.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities	result;
  
  result = m_Reorder.getCapabilities();
  result.setOwner(this);
  
  return result;
}