#include <DistanceMatrixDistortion.h>

Inheritance diagram for ttk::DistanceMatrixDistortion:

Public Member Functions
	DistanceMatrixDistortion ()
int	execute (const std::vector< double * > &highDistMatrix, const std::vector< double * > &lowDistMatrix, double &distortionValue, double *distortionVerticesValues) const
Public Member Functions inherited from ttk::Debug
	Debug ()
	~Debug () override
virtual int	setDebugLevel (const int &debugLevel)
int	setWrapper (const Wrapper *wrapper) override
int	printMsg (const std::string &msg, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printMsg (const std::vector< std::string > &msgs, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printErr (const std::string &msg, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cerr) const
int	printWrn (const std::string &msg, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cerr) const
int	printMsg (const std::string &msg, const double &progress, const double &time, const int &threads, const double &memory, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const
int	printMsg (const std::string &msg, const double &progress, const double &time, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const
int	printMsg (const std::string &msg, const double &progress, const double &time, const int &threads, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const
int	printMsg (const std::string &msg, const double &progress, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::PERFORMANCE, std::ostream &stream=std::cout) const
int	printMsg (const std::string &msg, const double &progress, const debug::Priority &priority, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printMsg (const std::vector< std::vector< std::string > > &rows, const debug::Priority &priority=debug::Priority::INFO, const bool hasHeader=true, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printMsg (const debug::Separator &separator, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::INFO, std::ostream &stream=std::cout) const
int	printMsg (const debug::Separator &separator, const debug::Priority &priority, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printMsg (const std::string &msg, const debug::Separator &separator, const debug::LineMode &lineMode=debug::LineMode::NEW, const debug::Priority &priority=debug::Priority::INFO, std::ostream &stream=std::cout) const
void	setDebugMsgPrefix (const std::string &prefix)
Public Member Functions inherited from ttk::BaseClass
	BaseClass ()
virtual	~BaseClass ()=default
int	getThreadNumber () const
virtual int	setThreadNumber (const int threadNumber)

Protected Attributes
bool	DoNotNormalize {false}
Protected Attributes inherited from ttk::Debug
int	debugLevel_
std::string	debugMsgPrefix_
std::string	debugMsgNamePrefix_
Protected Attributes inherited from ttk::BaseClass
bool	lastObject_
int	threadNumber_
Wrapper *	wrapper_

Additional Inherited Members
Protected Member Functions inherited from ttk::Debug
int	printMsgInternal (const std::string &msg, const std::string &right, const std::string &filler, const debug::Priority &priority=debug::Priority::INFO, const debug::LineMode &lineMode=debug::LineMode::NEW, std::ostream &stream=std::cout) const
int	printMsgInternal (const std::string &msg, const debug::Priority &priority, const debug::LineMode &lineMode, std::ostream &stream=std::cout) const
int	welcomeMsg (std::ostream &stream)
Static Protected Attributes inherited from ttk::Debug
static COMMON_EXPORTS debug::LineMode	lastLineMode = ttk::debug::LineMode::NEW

Detailed Description

The DistanceMatrixDistortion class provides a method to compute the distortion score between two distance matrices representing the same points.

Author: Alexandre Talon alexa.nosp@m.ndre.nosp@m..talo.nosp@m.n@li.nosp@m.p6.fr

Date: January 2022

This module defines the DistanceMatrixDistortion class that computes a score indicating how good the low dimension distance matrix represents the high dimension one. The score is computed according to the SIM formula.

Related publication:
'Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams)' Mathieu Pont, Jules Vidal and Julien Tierny. IEEE Transactions on Visualization and Computer Graphics, 2023.

See also: DistanceMatrixDistortion

Definition at line 31 of file DistanceMatrixDistortion.h.

Constructor & Destructor Documentation

◆ DistanceMatrixDistortion()

ttk::DistanceMatrixDistortion::DistanceMatrixDistortion ( )

Definition at line 7 of file DistanceMatrixDistortion.cpp.

Member Function Documentation

◆ execute()

int ttk::DistanceMatrixDistortion::execute	(	const std::vector< double * > &	highDistMatrix,
		const std::vector< double * > &	lowDistMatrix,
		double &	distortionValue,
		double *	distortionVerticesValues ) const

Definition at line 11 of file DistanceMatrixDistortion.cpp.

Member Data Documentation

◆ DoNotNormalize

bool ttk::DistanceMatrixDistortion::DoNotNormalize {false}

protected

Definition at line 44 of file DistanceMatrixDistortion.h.

The documentation for this class was generated from the following files:

/data/julien/git/github/tierny/ttk-fork/core/base/distanceMatrixDistortion/DistanceMatrixDistortion.h
/data/julien/git/github/tierny/ttk-fork/core/base/distanceMatrixDistortion/DistanceMatrixDistortion.cpp

Public Member Functions

Protected Attributes