ITK
6.0.0
Insight Toolkit
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#include <itkMaximumDecisionRule.h>
A decision rule that returns the class label with the largest discriminant score.
MaximumDecisionRule returns the class label with the largest discriminant score. If the discriminant scores are likelihood \(p(x|i)\), then this decision rule is a maximum likelihood decision rule.
Definition at line 41 of file itkMaximumDecisionRule.h.
Public Member Functions | |
ClassIdentifierType | Evaluate (const MembershipVectorType &discriminantScores) const override |
const char * | GetNameOfClass () const override |
virtual ClassIdentifierType | Evaluate (const MembershipVectorType &discriminantScores) const =0 |
const char * | GetNameOfClass () const override |
Public Member Functions inherited from itk::Object | |
unsigned long | AddObserver (const EventObject &event, Command *cmd) const |
unsigned long | AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const |
LightObject::Pointer | CreateAnother () const override |
virtual void | DebugOff () const |
virtual void | DebugOn () const |
Command * | GetCommand (unsigned long tag) |
bool | GetDebug () const |
MetaDataDictionary & | GetMetaDataDictionary () |
const MetaDataDictionary & | GetMetaDataDictionary () const |
virtual ModifiedTimeType | GetMTime () const |
const char * | GetNameOfClass () const override |
virtual const TimeStamp & | GetTimeStamp () const |
bool | HasObserver (const EventObject &event) const |
void | InvokeEvent (const EventObject &) |
void | InvokeEvent (const EventObject &) const |
virtual void | Modified () const |
void | Register () const override |
void | RemoveAllObservers () |
void | RemoveObserver (unsigned long tag) const |
void | SetDebug (bool debugFlag) const |
void | SetReferenceCount (int) override |
void | UnRegister () const noexcept override |
void | SetMetaDataDictionary (const MetaDataDictionary &rhs) |
void | SetMetaDataDictionary (MetaDataDictionary &&rrhs) |
virtual void | SetObjectName (std::string _arg) |
virtual const std::string & | GetObjectName () const |
Public Member Functions inherited from itk::LightObject | |
Pointer | Clone () const |
virtual Pointer | CreateAnother () const |
virtual void | Delete () |
virtual const char * | GetNameOfClass () const |
virtual int | GetReferenceCount () const |
void | Print (std::ostream &os, Indent indent=0) const |
virtual void | Register () const |
virtual void | SetReferenceCount (int) |
virtual void | UnRegister () const noexcept |
Static Public Member Functions | |
static Pointer | New () |
Static Public Member Functions inherited from itk::Object | |
static bool | GetGlobalWarningDisplay () |
static void | GlobalWarningDisplayOff () |
static void | GlobalWarningDisplayOn () |
static Pointer | New () |
static void | SetGlobalWarningDisplay (bool val) |
Static Public Member Functions inherited from itk::LightObject | |
static void | BreakOnError () |
static Pointer | New () |
Protected Member Functions | |
MaximumDecisionRule ()=default | |
~MaximumDecisionRule () override=default | |
Protected Member Functions inherited from itk::Statistics::DecisionRule | |
DecisionRule () | |
~DecisionRule () override | |
Protected Member Functions inherited from itk::Object | |
Object () | |
bool | PrintObservers (std::ostream &os, Indent indent) const |
void | PrintSelf (std::ostream &os, Indent indent) const override |
virtual void | SetTimeStamp (const TimeStamp &timeStamp) |
~Object () override | |
Protected Member Functions inherited from itk::LightObject | |
virtual LightObject::Pointer | InternalClone () const |
LightObject () | |
virtual void | PrintHeader (std::ostream &os, Indent indent) const |
virtual void | PrintSelf (std::ostream &os, Indent indent) const |
virtual void | PrintTrailer (std::ostream &os, Indent indent) const |
virtual | ~LightObject () |
Additional Inherited Members | |
Protected Attributes inherited from itk::LightObject | |
std::atomic< int > | m_ReferenceCount {} |
using itk::Statistics::MaximumDecisionRule::ClassIdentifierType = Superclass::ClassIdentifierType |
Types for class identifiers.
Definition at line 61 of file itkMaximumDecisionRule.h.
using itk::Statistics::MaximumDecisionRule::ConstPointer = SmartPointer<const Self> |
Definition at line 48 of file itkMaximumDecisionRule.h.
using itk::Statistics::MaximumDecisionRule::MembershipValueType = Superclass::MembershipValueType |
Types for discriminant values and vectors.
Definition at line 57 of file itkMaximumDecisionRule.h.
using itk::Statistics::MaximumDecisionRule::MembershipVectorType = Superclass::MembershipVectorType |
Definition at line 58 of file itkMaximumDecisionRule.h.
Definition at line 47 of file itkMaximumDecisionRule.h.
Standard class type aliases
Definition at line 45 of file itkMaximumDecisionRule.h.
Definition at line 46 of file itkMaximumDecisionRule.h.
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protecteddefault |
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overrideprotecteddefault |
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overridevirtual |
Evaluate the decision rule, returning the class label associated with the largest discriminant score.
Implements itk::Statistics::DecisionRule.
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overridevirtual |
Reimplemented from itk::Statistics::DecisionRule.