ITK
4.3.0
Insight Segmentation and Registration Toolkit
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#include <itkDecisionRule.h>
Base class for decision rules that return a class label based on a set of discriminant scores.
DecisionRule is the base class for decision rules used in classification. Subclasses of DecisionRule include MaximumDecisionRule, MinimumDecisionRule, and MaximumRationDecisionRule, This class has a pure virtual function, Evaluate(), which implements the particular decision rule, given a set of discriminant scores. Concrete subclasses of DecisionRule must implement this method.
Definition at line 47 of file itkDecisionRule.h.
Public Types | |
typedef MembershipVectorType::size_type | ClassIdentifierType |
typedef SmartPointer< const Self > | ConstPointer |
typedef double | MembershipValueType |
typedef std::vector < MembershipValueType > | MembershipVectorType |
typedef SmartPointer< Self > | Pointer |
typedef DecisionRule | Self |
typedef Object | Superclass |
Public Types inherited from itk::Object | |
typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef Object | Self |
typedef LightObject | Superclass |
Public Types inherited from itk::LightObject | |
typedef SmartPointer< const Self > | ConstPointer |
typedef SmartPointer< Self > | Pointer |
typedef LightObject | Self |
Public Member Functions | |
virtual ClassIdentifierType | Evaluate (const MembershipVectorType &discriminantScores) const =0 |
virtual const char * | GetNameOfClass () const |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *) |
unsigned long | AddObserver (const EventObject &event, Command *) const |
virtual LightObject::Pointer | CreateAnother () const |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary (void) |
const MetaDataDictionary & | GetMetaDataDictionary (void) const |
virtual ModifiedTimeType | GetMTime () const |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
virtual void | Register () const |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) |
void | SetDebug (bool debugFlag) const |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const |
Public Member Functions inherited from itk::LightObject | |
virtual void | Delete () |
virtual int | GetReferenceCount () const |
itkCloneMacro (Self) | |
void | Print (std::ostream &os, Indent indent=0) const |
Protected Member Functions | |
DecisionRule () | |
virtual | ~DecisionRule () |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
virtual void | PrintSelf (std::ostream &os, Indent indent) const |
virtual void | SetTimeStamp (const TimeStamp &time) |
virtual | ~Object () |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Private Member Functions | |
DecisionRule (const Self &) | |
void | operator= (const Self &) |
Additional Inherited Members | |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool flag) |
Protected Types inherited from itk::LightObject | |
typedef int | InternalReferenceCountType |
Protected Attributes inherited from itk::LightObject | |
InternalReferenceCountType | m_ReferenceCount |
SimpleFastMutexLock | m_ReferenceCountLock |
typedef MembershipVectorType::size_type itk::Statistics::DecisionRule::ClassIdentifierType |
Types for class identifiers.
Definition at line 64 of file itkDecisionRule.h.
typedef SmartPointer< const Self > itk::Statistics::DecisionRule::ConstPointer |
Definition at line 54 of file itkDecisionRule.h.
typedef double itk::Statistics::DecisionRule::MembershipValueType |
Types for discriminant values and vectors.
Definition at line 57 of file itkDecisionRule.h.
typedef std::vector< MembershipValueType > itk::Statistics::DecisionRule::MembershipVectorType |
Definition at line 61 of file itkDecisionRule.h.
Definition at line 53 of file itkDecisionRule.h.
Standard class typedefs
Definition at line 51 of file itkDecisionRule.h.
Definition at line 52 of file itkDecisionRule.h.
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protected |
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protectedvirtual |
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private |
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pure virtual |
Evaluate the decision rule. The return value of this function is a class label. Functions returns the best label given the discriminant scores using its internal logic.
Implemented in itk::Statistics::MaximumRatioDecisionRule, itk::Statistics::MaximumDecisionRule, and itk::Statistics::MinimumDecisionRule.
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virtual |
Run-time type information (and related methods)
Reimplemented from itk::Object.
Reimplemented in itk::Statistics::MaximumRatioDecisionRule, itk::Statistics::MaximumDecisionRule, and itk::Statistics::MinimumDecisionRule.
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private |