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

The following examples show how to use weka.core.Capabilities#disableAll() . 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: FirstOrder.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  result.enable(Capability.NO_CLASS);
  
  return result;
}
Example 2
Source File: GainRatioAttributeEval.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
 */
@Override
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.NUMERIC_ATTRIBUTES);
  result.enable(Capability.DATE_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);

  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  return result;
}
Example 3
Source File: Winnow.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 = super.getCapabilities();
  result.disableAll();

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

  // class
  result.enable(Capability.BINARY_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  // instances
  result.setMinimumNumberInstances(0);
  
  return result;
}
Example 4
Source File: AllFilter.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  result.enable(Capability.NO_CLASS);
  
  return result;
}
Example 5
Source File: PredictiveApriori.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 = super.getCapabilities();
  result.disableAll();

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

  // class
  result.enable(Capability.NO_CLASS);
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  return result;
}
Example 6
Source File: SymmetricalUncertAttributeEval.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 = super.getCapabilities();
  result.disableAll();
  
  // attributes
  result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.NUMERIC_ATTRIBUTES);
  result.enable(Capability.DATE_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  return result;
}
Example 7
Source File: FilteredAssociator.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns default capabilities of the associator.
 *
 * @return      the capabilities of this associator
 */
public Capabilities getCapabilities() {
  Capabilities	result;
  
  if (getFilter() == null) {
    result = super.getCapabilities();
    result.disableAll();
  } else {
    result = getFilter().getCapabilities();
  }
  
  result.enable(Capability.NO_CLASS);
  
  // set dependencies
  for (Capability cap: Capability.values())
    result.enableDependency(cap);
  
  return result;
}
Example 8
Source File: AddUserFields.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns the Capabilities of this filter.
 * 
 * @return the capabilities of this object
 * @see Capabilities
 */
@Override
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);

  // class
  result.enableAllClasses();
  result.enable(Capability.NO_CLASS);

  return result;
}
Example 9
Source File: AODE.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 = super.getCapabilities();
  result.disableAll();

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

  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  // instances
  result.setMinimumNumberInstances(0);
  
  return result;
}
Example 10
Source File: NominalToBinary.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  result.enable(Capability.NO_CLASS);
  
  return result;
}
Example 11
Source File: ConsistencySubsetEval.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 = super.getCapabilities();
  result.disableAll();
  
  // attributes
  result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.NUMERIC_ATTRIBUTES);
  result.enable(Capability.DATE_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  return result;
}
Example 12
Source File: NominalToString.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  result.enable(Capability.NO_CLASS);
  
  return result;
}
Example 13
Source File: AODEsr.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 = super.getCapabilities();
  result.disableAll();

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

  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  // instances
  result.setMinimumNumberInstances(0);

  return result;
}
Example 14
Source File: MergeNominalValues.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns the Capabilities of this filter.
 * 
 * @return the capabilities of this object
 * @see Capabilities
 */
@Override
public Capabilities getCapabilities() {
  Capabilities result;

  result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);

  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);

  return result;
}
Example 15
Source File: MultiInstanceToPropositional.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/** 
 * Returns the Capabilities of this filter.
 *
 * @return            the capabilities of this object
 * @see               Capabilities
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();

  // attributes
  result.disableAllAttributes();
  result.enable(Capability.NOMINAL_ATTRIBUTES);
  result.enable(Capability.RELATIONAL_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  
  // other
  result.enable(Capability.ONLY_MULTIINSTANCE);
  
  return result;
}
Example 16
Source File: KMedoids.java    From apogen with Apache License 2.0 5 votes vote down vote up 
/**
 * Returns the default capabilities of the clusterer. - Only numerical
 * attributes accepted - Missing values is not allowed
 *
 * @return the capabilities of this clusterer
 */
public Capabilities getCapabilities() {
	Capabilities result = super.getCapabilities();
	result.disableAll();
	result.enable(Capability.NO_CLASS);
	// attributes
	// result.enable(Capability.NOMINAL_ATTRIBUTES);
	result.enable(Capability.NUMERIC_ATTRIBUTES);
	// result.enable(Capability.MISSING_VALUES);
	return result;
}
Example 17
Source File: SMOTE.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 = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  result.enable(Capability.MISSING_VALUES);

  // class
  result.enable(Capability.NOMINAL_CLASS);
  result.enable(Capability.MISSING_CLASS_VALUES);

  return result;
}
Example 18
Source File: XMeans.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/**
 * Returns default capabilities of the clusterer.
 *
 * @return      the capabilities of this clusterer
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();
  result.enable(Capability.NO_CLASS);

  // attributes
  result.enable(Capability.NUMERIC_ATTRIBUTES);
  result.enable(Capability.DATE_ATTRIBUTES);
  result.enable(Capability.MISSING_VALUES);

  return result;
}
Example 19
Source File: CLOPE.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/**
 * Returns default capabilities of the clusterer.
 *
 * @return      the capabilities of this clusterer
 */
public Capabilities getCapabilities() {
  Capabilities result = super.getCapabilities();
  result.disableAll();
  result.enable(Capability.NO_CLASS);

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

  return result;
}
Example 20
Source File: InterquartileRange.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 = super.getCapabilities();
  result.disableAll();

  // attributes
  result.enableAllAttributes();
  
  // class
  result.enableAllClasses();
  result.enable(Capability.MISSING_CLASS_VALUES);
  result.enable(Capability.NO_CLASS);
  
  return result;
}