data holding X, y, and Z data More...

#include <data.h>

Collaboration diagram for FT::Dat::Data:

[legend]

Public Member Functions
	Data (MatrixXf &X, VectorXf &y, LongData &Z, bool c=false, vector< bool > protect=vector< bool >())

void	set_validation (bool v=true)

void	set_protected_groups ()

void	get_batch (Data &db, int batch_size) const
	select random subset of data for training weights. More...

Public Attributes
MatrixXf &	X

VectorXf &	y

LongData &	Z

bool	classification

bool	validation

vector< bool >	protect

map< int, vector< float > >	protect_levels

vector< int >	protected_groups

int	group_intersections

vector< ArrayXb >	cases

Detailed Description

data holding X, y, and Z data

Definition at line 41 of file data.h.

Constructor & Destructor Documentation

◆ Data()

FT::Dat::Data::Data	(	MatrixXf &	X,
		VectorXf &	y,
		LongData &	Z,
		bool	c = `false`,
		vector< bool >	protect = `vector<bool>()`
	)

Definition at line 19 of file data.cc.

Member Function Documentation

◆ get_batch()

void FT::Dat::Data::get_batch	(	Data &	db,
		int	batch_size
	)		const

select random subset of data for training weights.

Definition at line 79 of file data.cc.

◆ set_protected_groups()

void FT::Dat::Data::set_protected_groups ( )

Definition at line 29 of file data.cc.

◆ set_validation()

void FT::Dat::Data::set_validation ( bool v = true )

Definition at line 77 of file data.cc.

Member Data Documentation

◆ cases

vector<ArrayXb> FT::Dat::Data::cases

Definition at line 64 of file data.h.

◆ classification

bool FT::Dat::Data::classification

Definition at line 48 of file data.h.

◆ group_intersections

int FT::Dat::Data::group_intersections

Definition at line 63 of file data.h.

◆ protect

vector<bool> FT::Dat::Data::protect

Definition at line 50 of file data.h.

◆ protect_levels

map<int,vector<float> > FT::Dat::Data::protect_levels

Definition at line 61 of file data.h.

◆ protected_groups

vector<int> FT::Dat::Data::protected_groups

Definition at line 62 of file data.h.

◆ validation

bool FT::Dat::Data::validation

Definition at line 49 of file data.h.

◆ X

MatrixXf& FT::Dat::Data::X

Definition at line 45 of file data.h.

◆ y

VectorXf& FT::Dat::Data::y

Definition at line 46 of file data.h.

◆ Z

LongData& FT::Dat::Data::Z

Definition at line 47 of file data.h.

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

Public Member Functions

Public Attributes