yat  0.21pre
Public Member Functions | Related Functions | List of all members
theplu::yat::classifier::Target Class Reference

Class for containing sample labels. More...

#include <yat/classifier/Target.h>

Public Member Functions

 Target (void)
 default constructor
 
 Target (const std::vector< std::string > &labels)
 Constructor creating target with labels.
 
 Target (const std::vector< std::string > &labels, const Target &)
 Constructor.
 
 Target (std::istream &, char sep='\0')
 istream constructor.
 
 Target (const Target &org, const utility::Index &vec)
 
const std::map< std::string, size_t > & classes (void) const
 
size_t nof_classes (void) const
 
bool binary (size_t i) const
 Default binary is set to false for all classes except class 0. More...
 
const std::vector< std::string > & labels (void) const
 
void set_binary (size_t i, bool b)
 
void random_shuffle (void)
 randomize labels More...
 
size_t size (void) const
 
size_t size (const std::string &label) const
 
size_t size (size_t cl) const
 
size_t operator() (size_t sample) const
 
size_t operator[] (size_t sample) const
 

Related Functions

(Note that these are not member functions.)

std::ostream & operator<< (std::ostream &, const Target &)
 

Detailed Description

Class for containing sample labels.

Constructor & Destructor Documentation

◆ Target()

theplu::yat::classifier::Target::Target ( const Target org,
const utility::Index vec 
)

Constructor creating a sub-Target from Target org. vec defines which indices to use.

Note
class is preserved, i.e., operator() returns the same for the Target as the original Target.

Member Function Documentation

◆ binary()

bool theplu::yat::classifier::Target::binary ( size_t  i) const

Default binary is set to false for all classes except class 0.

Returns
binary target for sample i
See also
set_binary

◆ classes()

const std::map<std::string,size_t>& theplu::yat::classifier::Target::classes ( void  ) const
Returns
a map with label as key and class as value.

◆ labels()

const std::vector<std::string>& theplu::yat::classifier::Target::labels ( void  ) const

The size of returned vector is equal to number of classes. To get label of sample i you need to call target.labels()[target(i)]

Returns
vector of labels for classes

◆ nof_classes()

size_t theplu::yat::classifier::Target::nof_classes ( void  ) const

This function is equivalent to Target::classes().size()

Returns
number of classes
Note
there might be empty classes, i.e., classes with zero samples. This may happen when using Target(const std::vector<std::string>& labels, const Target&) or Target(const Target& org, const std::vector<size_t>& vec).

◆ operator()()

size_t theplu::yat::classifier::Target::operator() ( size_t  sample) const
Returns
the class of sample

◆ operator[]()

size_t theplu::yat::classifier::Target::operator[] ( size_t  sample) const
Returns
the class of sample
Deprecated:
Provided for backward compatibility with the 0.4 API. Use operator().

◆ random_shuffle()

void theplu::yat::classifier::Target::random_shuffle ( void  )

randomize labels

Randomizes classes. Number of samples with a specific label is not modified, neither mapping from label to class.

◆ set_binary()

void theplu::yat::classifier::Target::set_binary ( size_t  i,
bool  b 
)

Binary target for each sample with class i is set to b. Default is binary set to false for each class except class 0 which is set to true.

◆ size() [1/3]

size_t theplu::yat::classifier::Target::size ( void  ) const
Returns
number of samples

◆ size() [2/3]

size_t theplu::yat::classifier::Target::size ( const std::string &  label) const
Returns
number of samples with label label

◆ size() [3/3]

size_t theplu::yat::classifier::Target::size ( size_t  cl) const
Returns
number of samples with class cl

Friends And Related Function Documentation

◆ operator<<()

std::ostream & operator<< ( std::ostream &  ,
const Target  
)
related

The output operator for the Target class.


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

Generated on Wed Jan 25 2023 03:34:29 for yat by  doxygen 1.8.14