Capabilities

Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home

PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD

## weka.core
Class Capabilities

    java.lang.Object
      weka.core.Capabilities

All Implemented Interfaces:
  java.io.Serializable, java.lang.Cloneable, RevisionHandler

    public class Capabilities

extends java.lang.Object
implements java.lang.Cloneable, java.io.Serializable, RevisionHandler

A class that describes the capabilites (e.g., handling certain types of attributes, missing values, types of classes, etc.) of a specific classifier. By default, the classifier is capable of nothing. This ensures that new features have to be enabled explicitly.

A common code fragment for making use of the capabilities in a classifier would be this:

     public void buildClassifier(Instances instances) throws Exception {
       // can the classifier handle the data?
       getCapabilities().testWithFail(instances);
       ...
       // possible deletion of instances with missing class labels, etc.

For only testing a single attribute, use this:

       ...
       Attribute att = instances.attribute(0);
       getCapabilities().testWithFail(att);
       ...

Or for testing the class attribute (uses the capabilities that are especially for the class):

       ...
       Attribute att = instances.classAttribute();
       getCapabilities().testWithFail(att, true);
       ...

Version:
  $Revision: 1.27 $
Author:
  FracPete (fracpete at waikato dot ac dot nz)
See Also:
  Serialized Form

Nested Class Summary
`static class` | `Capabilities.Capability` enumeration of all capabilities

Field Summary
`static java.lang.String` | `PROPERTIES_FILE` the properties file for managing the tests

Constructor Summary
`Capabilities(CapabilitiesHandler owner)` initializes the capabilities for the given owner

Method Summary
`void` | `and(Capabilities c)` performs an AND conjunction with the capabilities of the given Capabilities object and updates itself
`void` | `assign(Capabilities c)` retrieves the data from the given Capabilities object
`java.util.Iterator` | `capabilities()` Returns an Iterator over the stored capabilities
`java.lang.Object` | `clone()` Creates and returns a copy of this object.
`java.util.Iterator` | `dependencies()` Returns an Iterator over the stored dependencies
`void` | `disable(Capabilities.Capability c)` disables the given capability Disabling NOMINAL_ATTRIBUTES also disables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES.
`void` | `disableAllAttributeDependencies()` disables all attribute type dependencies
`void` | `disableAllAttributes()` disables all attribute types
`void` | `disableAllClassDependencies()` disables all class type dependencies
`void` | `disableAllClasses()` disables all class types
`void` | `disableDependency(Capabilities.Capability c)` disables the dependency of the given capability Disabling NOMINAL_ATTRIBUTES also disables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES.
`void` | `enable(Capabilities.Capability c)` enables the given capability.
`void` | `enableAllAttributeDependencies()` enables all attribute type dependencies
`void` | `enableAllAttributes()` enables all attribute types
`void` | `enableAllClassDependencies()` enables all class type dependencies
`void` | `enableAllClasses()` enables all class types
`void` | `enableDependency(Capabilities.Capability c)` enables the dependency flag for the given capability Enabling NOMINAL_ATTRIBUTES also enables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES.
`static Capabilities` | `forInstances(Instances data)` returns a Capabilities object specific for this data.
`static Capabilities` | `forInstances(Instances data, boolean multi)` returns a Capabilities object specific for this data.
`Capabilities` | `getAttributeCapabilities()` returns all attribute capabilities
`Capabilities` | `getClassCapabilities()` returns all class capabilities
`java.lang.Exception` | `getFailReason()` returns the reason why the tests failed, is null if tests succeeded
`int` | `getMinimumNumberInstances()` returns the minimum number of instances that have to be in the dataset
`Capabilities` | `getOtherCapabilities()` returns all other capabilities, besides class and attribute related ones
`CapabilitiesHandler` | `getOwner()` returns the owner of this capabilities object
`java.lang.String` | `getRevision()` Returns the revision string.
`boolean` | `handles(Capabilities.Capability c)` returns true if the classifier handler has the specified capability
`boolean` | `hasDependencies()` Checks whether there are any dependencies at all
`boolean` | `hasDependency(Capabilities.Capability c)` returns true if the classifier handler has a dependency for the specified capability
`static void` | `main(java.lang.String[] args)` loads the given dataset and prints the Capabilities necessary to process it.
`void` | `or(Capabilities c)` performs an OR conjunction with the capabilities of the given Capabilities object and updates itself
`void` | `setMinimumNumberInstances(int value)` sets the minimum number of instances that have to be in the dataset
`void` | `setOwner(CapabilitiesHandler value)` sets the owner of this capabilities object
`boolean` | `supports(Capabilities c)` Returns true if the currently set capabilities support at least all of the capabiliites of the given Capabilities object (checks only the enum!)
`boolean` | `supportsMaybe(Capabilities c)` Returns true if the currently set capabilities support (or have a dependency) at least all of the capabilities of the given Capabilities object (checks only the enum!)
`boolean` | `test(Attribute att)` Test the given attribute, whether it can be processed by the handler, given its capabilities.
`boolean` | `test(Attribute att, boolean isClass)` Test the given attribute, whether it can be processed by the handler, given its capabilities.
`boolean` | `test(Instances data)` Tests the given data, whether it can be processed by the handler, given its capabilities.
`boolean` | `test(Instances data, int fromIndex, int toIndex)` Tests a certain range of attributes of the given data, whether it can be processed by the handler, given its capabilities.
`void` | `testWithFail(Attribute att)` tests the given attribute by calling the test(Attribute,boolean) method and throws an exception if the test fails.
`void` | `testWithFail(Attribute att, boolean isClass)` tests the given attribute by calling the test(Attribute,boolean) method and throws an exception if the test fails.
`void` | `testWithFail(Instances data)` tests the given data by calling the test(Instances) method and throws an exception if the test fails.
`void` | `testWithFail(Instances data, int fromIndex, int toIndex)` tests the given data by calling the test(Instances,int,int) method and throws an exception if the test fails.
`java.lang.String` | `toSource(java.lang.String objectname)` turns the capabilities object into source code.
`java.lang.String` | `toSource(java.lang.String objectname, int indent)` turns the capabilities object into source code.
`java.lang.String` | `toString()` returns a string representation of the capabilities

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, wait, wait, wait`

Field Detail

### PROPERTIES_FILE

    public static final java.lang.String PROPERTIES_FILE

  the properties file for managing the tests

  See Also:
    Constant Field Values

Constructor Detail

### Capabilities

    public Capabilities(CapabilitiesHandler owner)

  initializes the capabilities for the given owner

  Parameters:
    `owner` - the object that produced this Capabilities instance

Method Detail

### clone

    public java.lang.Object clone()

  Creates and returns a copy of this object.

  Overrides:
    `clone` in class `java.lang.Object`
  Returns:
    a clone of this object

### assign

    public void assign(Capabilities c)

  retrieves the data from the given Capabilities object

  Parameters:
    `c` - the capabilities object to initialize with

### and

    public void and(Capabilities c)

  performs an AND conjunction with the capabilities of the given Capabilities object and updates itself

  Parameters:
    `c` - the capabilities to AND with

### or

    public void or(Capabilities c)

  performs an OR conjunction with the capabilities of the given Capabilities object and updates itself

  Parameters:
    `c` - the capabilities to OR with

### supports

    public boolean supports(Capabilities c)

  Returns true if the currently set capabilities support at least all of the capabiliites of the given Capabilities object (checks only the enum!)

  Parameters:
    `c` - the capabilities to support at least
  Returns:
    true if all the requested capabilities are supported

### supportsMaybe

    public boolean supportsMaybe(Capabilities c)

  Returns true if the currently set capabilities support (or have a dependency) at least all of the capabilities of the given Capabilities object (checks only the enum!)

  Parameters:
    `c` - the capabilities (or dependencies) to support at least
  Returns:
    true if all the requested capabilities are supported (or at least have a dependency)

### setOwner

    public void setOwner(CapabilitiesHandler value)

  sets the owner of this capabilities object

  Parameters:
    `value` - the new owner

### getOwner

    public CapabilitiesHandler getOwner()

  returns the owner of this capabilities object

  Returns:
    the current owner of this capabilites object

### setMinimumNumberInstances

    public void setMinimumNumberInstances(int value)

  sets the minimum number of instances that have to be in the dataset

  Parameters:
    `value` - the minimum number of instances

### getMinimumNumberInstances

    public int getMinimumNumberInstances()

  returns the minimum number of instances that have to be in the dataset

  Returns:
    the minimum number of instances

### capabilities

    public java.util.Iterator capabilities()

  Returns an Iterator over the stored capabilities

  Returns:
    iterator over the current capabilities

### dependencies

    public java.util.Iterator dependencies()

  Returns an Iterator over the stored dependencies

  Returns:
    iterator over the current dependencies

### enable

    public void enable(Capabilities.Capability c)

  enables the given capability. Enabling NOMINAL_ATTRIBUTES also enables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Enabling BINARY_ATTRIBUTES also enables UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Enabling UNARY_ATTRIBUTES also enables EMPTY_NOMINAL_ATTRIBUTES. But NOMINAL_CLASS only enables BINARY_CLASS, since normal schemes in Weka don't work with datasets that have only 1 class label (or none).

  Parameters:
    `c` - the capability to enable

### enableDependency

    public void enableDependency(Capabilities.Capability c)

  enables the dependency flag for the given capability Enabling NOMINAL_ATTRIBUTES also enables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Enabling BINARY_ATTRIBUTES also enables UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Enabling UNARY_ATTRIBUTES also enables EMPTY_NOMINAL_ATTRIBUTES. But NOMINAL_CLASS only enables BINARY_CLASS, since normal schemes in Weka don't work with datasets that have only 1 class label (or none).

  Parameters:
    `c` - the capability to enable the dependency flag for

### enableAllClasses

    public void enableAllClasses()

  enables all class types

  See Also:
    `disableAllClasses()`, `getClassCapabilities()`

### enableAllClassDependencies

    public void enableAllClassDependencies()

  enables all class type dependencies

  See Also:
    `disableAllClassDependencies()`, `getClassCapabilities()`

### enableAllAttributes

    public void enableAllAttributes()

  enables all attribute types

  See Also:
    `disableAllAttributes()`, `getAttributeCapabilities()`

### enableAllAttributeDependencies

    public void enableAllAttributeDependencies()

  enables all attribute type dependencies

  See Also:
    `disableAllAttributeDependencies()`, `getAttributeCapabilities()`

### disable

    public void disable(Capabilities.Capability c)

  disables the given capability Disabling NOMINAL_ATTRIBUTES also disables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Disabling BINARY_ATTRIBUTES also disables UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Disabling UNARY_ATTRIBUTES also disables EMPTY_NOMINAL_ATTRIBUTES. The same hierarchy applies to the class capabilities.

  Parameters:
    `c` - the capability to disable

### disableDependency

    public void disableDependency(Capabilities.Capability c)

  disables the dependency of the given capability Disabling NOMINAL_ATTRIBUTES also disables BINARY_ATTRIBUTES, UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Disabling BINARY_ATTRIBUTES also disables UNARY_ATTRIBUTES and EMPTY_NOMINAL_ATTRIBUTES. Disabling UNARY_ATTRIBUTES also disables EMPTY_NOMINAL_ATTRIBUTES. The same hierarchy applies to the class capabilities.

  Parameters:
    `c` - the capability to disable the dependency flag for

### disableAllClasses

    public void disableAllClasses()

  disables all class types

  See Also:
    `enableAllClasses()`, `getClassCapabilities()`

### disableAllClassDependencies

    public void disableAllClassDependencies()

  disables all class type dependencies

  See Also:
    `enableAllClassDependencies()`, `getClassCapabilities()`

### disableAllAttributes

    public void disableAllAttributes()

  disables all attribute types

  See Also:
    `enableAllAttributes()`, `getAttributeCapabilities()`

### disableAllAttributeDependencies

    public void disableAllAttributeDependencies()

  disables all attribute type dependencies

  See Also:
    `enableAllAttributeDependencies()`, `getAttributeCapabilities()`

### getClassCapabilities

    public Capabilities getClassCapabilities()

  returns all class capabilities

  Returns:
    all capabilities regarding the class
  See Also:
    `enableAllClasses()`, `disableAllClasses()`

### getAttributeCapabilities

    public Capabilities getAttributeCapabilities()

  returns all attribute capabilities

  Returns:
    all capabilities regarding attributes
  See Also:
    `enableAllAttributes()`, `disableAllAttributes()`

### getOtherCapabilities

    public Capabilities getOtherCapabilities()

  returns all other capabilities, besides class and attribute related ones

  Returns:
    all other capabilities, besides class and attribute related ones

### handles

    public boolean handles(Capabilities.Capability c)

  returns true if the classifier handler has the specified capability

  Parameters:
    `c` - the capability to test
  Returns:
    true if the classifier handler has the capability

### hasDependency

    public boolean hasDependency(Capabilities.Capability c)

  returns true if the classifier handler has a dependency for the specified capability

  Parameters:
    `c` - the capability to test
  Returns:
    true if the classifier handler has a dependency for the capability

### hasDependencies

    public boolean hasDependencies()

  Checks whether there are any dependencies at all

  Returns:
    true if there is at least one dependency for a capability

### getFailReason

    public java.lang.Exception getFailReason()

  returns the reason why the tests failed, is null if tests succeeded

  Returns:
    the reason why the tests failed

### test

    public boolean test(Attribute att)

  Test the given attribute, whether it can be processed by the handler, given its capabilities. The method assumes that the specified attribute is not the class attribute.

  Parameters:
    `att` - the attribute to test
  Returns:
    true if all the tests succeeded
  See Also:
    `test(Attribute, boolean)`

### test

    public boolean test(Attribute att,
                        boolean isClass)

  Test the given attribute, whether it can be processed by the handler, given its capabilities.

  Parameters:
    `att` - the attribute to test
    `isClass` - whether this attribute is the class attribute
  Returns:
    true if all the tests succeeded
  See Also:
    `m_AttributeTest`

### test

    public boolean test(Instances data)

  Tests the given data, whether it can be processed by the handler, given its capabilities. Classifiers implementing the `MultiInstanceCapabilitiesHandler` interface are checked automatically for their multi-instance Capabilities (if no bags, then only the bag-structure, otherwise only the first bag).

  Parameters:
    `data` - the data to test
  Returns:
    true if all the tests succeeded
  See Also:
    `test(Instances, int, int)`

### test

    public boolean test(Instances data,
                        int fromIndex,
                        int toIndex)

  Tests a certain range of attributes of the given data, whether it can be processed by the handler, given its capabilities. Classifiers implementing the `MultiInstanceCapabilitiesHandler` interface are checked automatically for their multi-instance Capabilities (if no bags, then only the bag-structure, otherwise only the first bag).

  Parameters:
    `data` - the data to test
    `fromIndex` - the range of attributes - start (incl.)
    `toIndex` - the range of attributes - end (incl.)
  Returns:
    true if all the tests succeeded
  See Also:
    `MultiInstanceCapabilitiesHandler`, `m_InstancesTest`, `m_MissingValuesTest`, `m_MissingClassValuesTest`, `m_MinimumNumberInstancesTest`

### testWithFail

    public void testWithFail(Attribute att)
                      throws java.lang.Exception

  tests the given attribute by calling the test(Attribute,boolean) method and throws an exception if the test fails. The method assumes that the specified attribute is not the class attribute.

  Parameters:
    `att` - the attribute to test
  Throws:
    `java.lang.Exception` - in case the attribute doesn't pass the tests
  See Also:
    `test(Attribute,boolean)`

### testWithFail

    public void testWithFail(Attribute att,
                             boolean isClass)
                      throws java.lang.Exception

  tests the given attribute by calling the test(Attribute,boolean) method and throws an exception if the test fails.

  Parameters:
    `att` - the attribute to test
    `isClass` - whether this attribute is the class attribute
  Throws:
    `java.lang.Exception` - in case the attribute doesn't pass the tests
  See Also:
    `test(Attribute,boolean)`

### testWithFail

    public void testWithFail(Instances data,
                             int fromIndex,
                             int toIndex)
                      throws java.lang.Exception

  tests the given data by calling the test(Instances,int,int) method and throws an exception if the test fails.

  Parameters:
    `data` - the data to test
    `fromIndex` - the range of attributes - start (incl.)
    `toIndex` - the range of attributes - end (incl.)
  Throws:
    `java.lang.Exception` - in case the data doesn't pass the tests
  See Also:
    `test(Instances,int,int)`

### testWithFail

    public void testWithFail(Instances data)
                      throws java.lang.Exception

  tests the given data by calling the test(Instances) method and throws an exception if the test fails.

  Parameters:
    `data` - the data to test
  Throws:
    `java.lang.Exception` - in case the data doesn't pass the tests
  See Also:
    `test(Instances)`

### toString

    public java.lang.String toString()

  returns a string representation of the capabilities

  Overrides:
    `toString` in class `java.lang.Object`
  Returns:
    a string representation of this object

### toSource

    public java.lang.String toSource(java.lang.String objectname)

  turns the capabilities object into source code. The returned source code is a block that creates a Capabilities object named 'objectname' and enables all the capabilities of this Capabilities object.

  Parameters:
    `objectname` - the name of the Capabilities object being instantiated
  Returns:
    the generated source code

### toSource

    public java.lang.String toSource(java.lang.String objectname,
                                     int indent)

  turns the capabilities object into source code. The returned source code is a block that creates a Capabilities object named 'objectname' and enables all the capabilities of this Capabilities object.

  Parameters:
    `objectname` - the name of the Capabilities object being instantiated
    `indent` - the number of blanks to indent
  Returns:
    the generated source code

### forInstances

    public static Capabilities forInstances(Instances data)
                                     throws java.lang.Exception

  returns a Capabilities object specific for this data. The multi-instance capability is not checked as well as the minimum number of instances is not set.

  Parameters:
    `data` - the data to base the capabilities on
  Returns:
    a data-specific capabilities object
  Throws:
    `java.lang.Exception` - in case an error occurrs, e.g., an unknown attribute type

### forInstances

    public static Capabilities forInstances(Instances data,
                                            boolean multi)
                                     throws java.lang.Exception

  returns a Capabilities object specific for this data. The minimum number of instances is not set, the check for multi-instance data is optional.

  Parameters:
    `data` - the data to base the capabilities on
    `multi` - if true then the structure is checked, too
  Returns:
    a data-specific capabilities object
  Throws:
    `java.lang.Exception` - in case an error occurrs, e.g., an unknown attribute type

### main

    public static void main(java.lang.String[] args)
                     throws java.lang.Exception

  loads the given dataset and prints the Capabilities necessary to process it.

  Valid parameters:

  -file filename
  the file to load -c index the explicit index of the class attribute (default: none)

  Parameters:
    `args` - the commandline arguments
  Throws:
    `java.lang.Exception` - if something goes wrong

### getRevision

    public java.lang.String getRevision()

  Returns the revision string.

  Specified by:
    `getRevision` in interface `RevisionHandler`
  Returns:
    the revision

Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home

PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD