/**
* Returns default capabilities of the classifier.
*
* @return the capabilities of this classifier
*/
public Capabilities getCapabilities() {
Capabilities result = super.getCapabilities();
// class
result.disableAllClasses();
result.disableAllClassDependencies();
result.enable(Capability.NOMINAL_CLASS);
return result;
}
/**
* Returns default capabilities of the classifier.
*
* @return the capabilities of this classifier
*/
public Capabilities getCapabilities() {
Capabilities result = super.getCapabilities();
// class
result.disableAllClasses();
result.disableAllClassDependencies();
if (super.getCapabilities().handles(Capability.BINARY_CLASS))
result.enable(Capability.BINARY_CLASS);
return result;
}
/**
* 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 = super.getCapabilities();
result.disableAll();
// attributes
result.enable(Capability.NUMERIC_ATTRIBUTES);
result.enable(Capability.MISSING_VALUES);
// class
result.disableAllClasses();
result.enable(Capability.NO_CLASS);
return result;
}
/**
* 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.disable(Capability.NO_CLASS);
result.enable(Capability.NUMERIC_CLASS);
result.enable(Capability.DATE_CLASS);
result.enable(Capability.MISSING_CLASS_VALUES);
return result;
}
/** disables all attribute and class types (including dependencies) */
public void disableAll() {
disableAllAttributes();
disableAllAttributeDependencies();
disableAllClasses();
disableAllClassDependencies();
}