#include <stdio.h>
#include <stdlib.h>
#include <ctype.h>
#include <string.h>

Include dependency graph for mdrAll.c:

Classes
struct	MDRDataSet

struct	MDRMultiIndex

struct	MDRModel

struct	MDRModelIterator

struct	MDRVector

Macros
#define	MDR_dataset_get_row(_DATA_, _ROW_) ((_DATA_)->data + (_ROW_) * (_DATA_)->cols)

#define	MDR_dataset_get(_DATA_, _ROW_, _COL_) (*(MDR_dataset_get_row(_DATA_,_ROW_) + (_COL_)))

#define	MDR_dataset_get_col_n_levels(_DATA_, _COL_) (*((_DATA_)->n_levels + (_COL_)))

#define	MDR_dataset_get_row_status(_DATA_, _ROW_) MDR_dataset_get(_DATA_,_ROW_,(_DATA_)->cols - 1)

#define	MDR_vector_add(_VECTOR_, _ITEM_) MDR_vector_add_array(_VECTOR_,_ITEM_,1)

#define	MDR_vector_get(_VECTOR_, _INDEX_) ((void)((char)(_VECTOR_)->data + ((_INDEX_) * (_VECTOR_)->elemsize)))

#define	MDR_vector_is_empty(_VECTOR_) ((_VECTOR_)->size == 0)

#define	MDR_vector_clear(_VECTOR_) MDR_vector_resize(_VECTOR_,0)

Typedefs
typedef unsigned char	MDRDatum

typedef unsigned int	MDRAttribute

typedef unsigned short	MDRInstance

typedef float	MDRRatio

typedef float	MDRFitness

Functions
void	MDR_dataset_init (MDRDataSet *d)

void	MDR_dataset_release (MDRDataSet *d)

void	MDR_dataset_read (MDRDataSet d, char dataPtr)

void	MDR_model_init (MDRModel *m)

void	MDR_model_release (MDRModel *m)

void	MDR_model_set_attr (MDRModel m, const MDRAttribute attr, MDRAttribute n_attr)

void	MDR_model_build_cell_counts (MDRModel m, const MDRDataSet d, const MDRInstance rows, MDRInstance n_rows, int exclude, MDRInstance skipped)

void	MDR_model_build_cell_statuses (MDRModel m, const MDRDataSet d, const MDRInstance skipped, const MDRDatum tiePriority)

void	MDR_model_compute_confusion_matrix (MDRModel m, const MDRDataSet d, MDRInstance *conf_matrix)

void	MDR_model_construct_attribute (MDRModel m, const MDRDataSet d, const MDRInstance rows, MDRInstance n_rows, int exclude, MDRDatum attrib)

void	MDR_model_assign (MDRModel dest, MDRModel src)

void	MDR_model_clear_cells (MDRModel *m)

void	MDR_model_clear_cell_counts (MDRModel *m)

void	MDR_model_clear_cell_statuses (MDRModel *m)

void	MDR_model_begin (const MDRModel m, MDRModelIterator i)

void	MDR_model_get_key (const MDRModelIterator i, size_t key)

MDRInstance *	MDR_model_get_cell_counts (const MDRModelIterator *i)

MDRDatum	MDR_model_get_cell_status (const MDRModelIterator *i)

void	MDR_model_next (MDRModelIterator *i)

int	MDR_model_is_end (const MDRModelIterator *i)

void	MDR_multiindex_init (MDRMultiIndex m, const size_t dims, size_t n_dims)

void	MDR_multiindex_release (MDRMultiIndex *m)

void	MDR_multiindex_assign (MDRMultiIndex dest, MDRMultiIndex src)

size_t	MDR_multiindex_encode (const MDRMultiIndex m, const size_t indices)

void	MDR_multiindex_decode (const MDRMultiIndex m, size_t index, size_t indices)

void	MDR_vector_init (MDRVector *v, size_t elemsize, size_t init_cap)

void	MDR_vector_release (MDRVector *v)

void *	MDR_vector_detach (MDRVector *v)

void	MDR_vector_assign (MDRVector dest, MDRVector src)

void *	MDR_vector_add_array (MDRVector v, const void array, size_t n)

void	MDR_vector_ensure_capacity (MDRVector *v, size_t capacity)

void	MDR_vector_resize (MDRVector *v, size_t size)

void	MDR_vector_trim (MDRVector *v)

void	MDR_PRIVATE_dataset_finish_row (MDRDataSet d, MDRVector data, MDRVector *sc)

void	MDR_PRIVATE_model_init_cells (MDRModel m, const MDRDataSet d)

int	MDR_PRIVATE_model_build_cells_instance (MDRModel m, const MDRDataSet d, MDRInstance row, MDRInstance skipped, size_t values)

int	MDR_PRIVATE_model_construct_attribute_instance (MDRModel m, const MDRDataSet d, MDRInstance row, MDRDatum attrib, size_t values)

void	print_combo (FILE out, const MDRAttribute attr, MDRAttribute n_attr)

void	print_model (FILE out, MDRModel m)

void	print_attribute (FILE out, const MDRDatum attribute, MDRInstance n_rows)

void	print_conf_matrix (FILE out, MDRInstance conf_matrix, MDRDatum n_status)

float	balanced_accuracy (MDRInstance *conf_matrix, MDRDatum n_status)

int	main (int argc, char *argv[])

Variables
char	exampleData []

MDRDatum	MDR_UNKNOWN = (MDRDatum)-1

const char	MDR_LIBRARY_VERSION [] = "0.3.3"

Macro Definition Documentation

#define MDR_dataset_get	(	_DATA_,
		_ROW_,
		_COL_
	)	(*(MDR_dataset_get_row(_DATA_,_ROW_) + (_COL_)))

Referenced by MDR_PRIVATE_model_build_cells_instance(), and MDR_PRIVATE_model_construct_attribute_instance().

#define MDR_dataset_get_col_n_levels	(	_DATA_,
		_COL_
	)	(*((_DATA_)->n_levels + (_COL_)))

#define MDR_dataset_get_row	(	_DATA_,
		_ROW_
	)	((_DATA_)->data + (_ROW_) * (_DATA_)->cols)

#define MDR_dataset_get_row_status	(	_DATA_,
		_ROW_
	)	MDR_dataset_get(_DATA_,_ROW_,(_DATA_)->cols - 1)

Referenced by MDR_PRIVATE_model_build_cells_instance().

#define MDR_vector_add	(	_VECTOR_,
		_ITEM_
	)	MDR_vector_add_array(_VECTOR_,_ITEM_,1)

Referenced by MDR_dataset_read().

#define MDR_vector_clear ( _VECTOR_ ) MDR_vector_resize(_VECTOR_,0)

Referenced by MDR_dataset_read().

#define MDR_vector_get	(	_VECTOR_,
		_INDEX_
	)	((void)((char)(_VECTOR_)->data + ((_INDEX_) * (_VECTOR_)->elemsize)))

Referenced by MDR_PRIVATE_dataset_finish_row().

#define MDR_vector_is_empty ( _VECTOR_ ) ((_VECTOR_)->size == 0)

Typedef Documentation

typedef unsigned int MDRAttribute

typedef unsigned char MDRDatum

typedef float MDRFitness

typedef unsigned short MDRInstance

typedef float MDRRatio

Function Documentation

float balanced_accuracy	(	MDRInstance *	conf_matrix,
		MDRDatum	n_status
	)

References i.

Referenced by main().

int main	(	int	argc,
		char *	argv[]
	)

References MDRModel::attr, balanced_accuracy(), d, MDR_dataset_init(), MDR_dataset_read(), MDR_dataset_release(), MDR_model_build_cell_counts(), MDR_model_build_cell_statuses(), MDR_model_compute_confusion_matrix(), MDR_model_construct_attribute(), MDR_model_init(), MDR_model_release(), MDR_model_set_attr(), MDRModel::n_attr, MDRModel::n_status, print_attribute(), print_combo(), print_conf_matrix(), print_model(), and MDRDataSet::rows.

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void MDR_dataset_init ( MDRDataSet * d )

References MDRDataSet::cols, MDRDataSet::data, MDRDataSet::n_levels, MDRDataSet::n_status, and MDRDataSet::rows.

Referenced by main().

void MDR_dataset_read	(	MDRDataSet *	d,
		char *	dataPtr
	)

References MDRDataSet::data, MDRVector::data, i, MDR_dataset_release(), MDR_PRIVATE_dataset_finish_row(), MDR_vector_add, MDR_vector_clear, MDR_vector_detach(), MDR_vector_init(), MDR_vector_release(), MDRDataSet::n_status, and MDRVector::size.

Referenced by main().

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void MDR_dataset_release ( MDRDataSet * d )

References MDRDataSet::cols, MDRDataSet::data, MDRDataSet::n_levels, MDRDataSet::n_status, and MDRDataSet::rows.

Referenced by main(), and MDR_dataset_read().

void MDR_model_assign	(	MDRModel *	dest,
		MDRModel *	src
	)

References MDRModel::attr, MDRModel::cell_counts, MDRModel::cell_status, MDRModel::index, MDR_model_release(), MDR_multiindex_assign(), MDRModel::n_attr, and MDRModel::n_status.

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void MDR_model_begin	(	const MDRModel *	m,
		MDRModelIterator *	i
	)

References MDRModelIterator::i, and MDRModelIterator::m.

Referenced by print_model().

void MDR_model_build_cell_counts	(	MDRModel *	m,
		const MDRDataSet *	d,
		const MDRInstance *	rows,
		MDRInstance	n_rows,
		int	exclude,
		MDRInstance *	skipped
	)

References MDRModel::cell_counts, i, MDRModel::index, MDR_PRIVATE_model_build_cells_instance(), MDR_PRIVATE_model_init_cells(), MDRModel::n_attr, MDRModel::n_status, MDRDataSet::rows, and MDRMultiIndex::size.

Referenced by main().

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void MDR_model_build_cell_statuses	(	MDRModel *	m,
		const MDRDataSet *	d,
		const MDRInstance *	skipped,
		const MDRDatum *	tiePriority
	)

References MDRModel::cell_counts, MDRModel::cell_status, i, MDR_UNKNOWN, MDRDataSet::n_status, and MDRModel::n_status.

Referenced by main().

void MDR_model_clear_cell_counts ( MDRModel * m )

References MDRModel::cell_counts, MDRModel::cell_status, MDRModel::index, MDR_multiindex_release(), and MDRModel::n_status.

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void MDR_model_clear_cell_statuses ( MDRModel * m )

References MDRModel::cell_counts, MDRModel::cell_status, MDRModel::index, and MDR_multiindex_release().

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void MDR_model_clear_cells ( MDRModel * m )

References MDRModel::cell_counts, MDRModel::cell_status, MDRModel::index, MDR_multiindex_release(), and MDRModel::n_status.

Referenced by MDR_model_release(), MDR_model_set_attr(), and MDR_PRIVATE_model_init_cells().

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void MDR_model_compute_confusion_matrix	(	MDRModel *	m,
		const MDRDataSet *	d,
		MDRInstance *	conf_matrix
	)

References MDRModel::cell_counts, MDRModel::cell_status, i, MDR_UNKNOWN, and MDRModel::n_status.

Referenced by main().

void MDR_model_construct_attribute	(	MDRModel *	m,
		const MDRDataSet *	d,
		const MDRInstance *	rows,
		MDRInstance	n_rows,
		int	exclude,
		MDRDatum *	attrib
	)

References i, MDR_PRIVATE_model_construct_attribute_instance(), MDRModel::n_attr, and MDRDataSet::rows.

Referenced by main().

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MDRInstance * MDR_model_get_cell_counts ( const MDRModelIterator * i )

References MDRModel::cell_counts, MDRModelIterator::i, MDRModelIterator::m, and MDRModel::n_status.

Referenced by print_model().

MDRDatum MDR_model_get_cell_status ( const MDRModelIterator * i )

References MDRModel::cell_status, MDRModelIterator::i, and MDRModelIterator::m.

Referenced by print_model().

void MDR_model_get_key	(	const MDRModelIterator *	i,
		size_t *	key
	)

References MDRModelIterator::i, MDRModel::index, MDRModelIterator::m, and MDR_multiindex_decode().

Referenced by print_model().

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void MDR_model_init ( MDRModel * m )

References MDRModel::attr, MDRModel::cell_counts, MDRModel::cell_status, MDRModel::index, MDR_multiindex_init(), and MDRModel::n_attr.

Referenced by main().

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int MDR_model_is_end ( const MDRModelIterator * i )

References MDRModelIterator::i, MDRModel::index, MDRModelIterator::m, and MDRMultiIndex::size.

Referenced by print_model().

void MDR_model_next ( MDRModelIterator * i )

References MDRModelIterator::i.

Referenced by print_model().

void MDR_model_release ( MDRModel * m )

References MDRModel::attr, MDR_model_clear_cells(), MDRModel::n_attr, and MDRModel::n_status.

Referenced by main(), and MDR_model_assign().

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void MDR_model_set_attr	(	MDRModel *	m,
		const MDRAttribute *	attr,
		MDRAttribute	n_attr
	)

References MDRModel::attr, MDR_model_clear_cells(), and MDRModel::n_attr.

Referenced by main().

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void MDR_multiindex_assign	(	MDRMultiIndex *	dest,
		MDRMultiIndex *	src
	)

References MDRMultiIndex::dims, MDR_multiindex_release(), and src.

Referenced by MDR_model_assign().

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void MDR_multiindex_decode	(	const MDRMultiIndex *	m,
		size_t	index,
		size_t *	indices
	)

References MDRMultiIndex::dims, i, and MDRMultiIndex::n_dims.

Referenced by MDR_model_get_key().

size_t MDR_multiindex_encode	(	const MDRMultiIndex *	m,
		const size_t *	indices
	)

References MDRMultiIndex::dims, i, and MDRMultiIndex::n_dims.

Referenced by MDR_PRIVATE_model_build_cells_instance(), and MDR_PRIVATE_model_construct_attribute_instance().

void MDR_multiindex_init	(	MDRMultiIndex *	m,
		const size_t *	dims,
		size_t	n_dims
	)

References MDRMultiIndex::dims, i, MDRMultiIndex::n_dims, and MDRMultiIndex::size.

Referenced by MDR_model_init(), and MDR_PRIVATE_model_init_cells().

void MDR_multiindex_release ( MDRMultiIndex * m )

References MDRMultiIndex::dims, MDRMultiIndex::n_dims, and MDRMultiIndex::size.

Referenced by MDR_model_clear_cell_counts(), MDR_model_clear_cell_statuses(), MDR_model_clear_cells(), and MDR_multiindex_assign().

void MDR_PRIVATE_dataset_finish_row	(	MDRDataSet *	d,
		MDRVector *	data,
		MDRVector *	sc
	)

References MDRDataSet::cols, i, MDR_UNKNOWN, MDR_vector_get, MDR_vector_resize(), MDRDataSet::n_levels, MDRDataSet::rows, and MDRVector::size.

Referenced by MDR_dataset_read().

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int MDR_PRIVATE_model_build_cells_instance	(	MDRModel *	m,
		const MDRDataSet *	d,
		MDRInstance	row,
		MDRInstance *	skipped,
		size_t *	values
	)

References MDRModel::attr, MDRModel::cell_counts, MDRModel::index, MDR_dataset_get, MDR_dataset_get_row_status, MDR_multiindex_encode(), MDR_UNKNOWN, MDRModel::n_attr, and MDRModel::n_status.

Referenced by MDR_model_build_cell_counts().

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int MDR_PRIVATE_model_construct_attribute_instance	(	MDRModel *	m,
		const MDRDataSet *	d,
		MDRInstance	row,
		MDRDatum *	attrib,
		size_t *	values
	)

References MDRModel::attr, MDRModel::cell_status, MDRModel::index, MDR_dataset_get, MDR_multiindex_encode(), MDR_UNKNOWN, and MDRModel::n_attr.

Referenced by MDR_model_construct_attribute().

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void MDR_PRIVATE_model_init_cells	(	MDRModel *	m,
		const MDRDataSet *	d
	)

References MDRModel::attr, MDRModel::cell_counts, MDRModel::cell_status, MDRDataSet::cols, i, MDRModel::index, MDR_model_clear_cells(), MDR_multiindex_init(), MDR_UNKNOWN, MDRModel::n_attr, MDRDataSet::n_levels, MDRModel::n_status, and MDRMultiIndex::size.

Referenced by MDR_model_build_cell_counts().

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void * MDR_vector_add_array	(	MDRVector *	v,
		const void *	array,
		size_t	n
	)

References MDRVector::data, MDRVector::elemsize, MDR_vector_ensure_capacity(), and MDRVector::size.

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void MDR_vector_assign	(	MDRVector *	dest,
		MDRVector *	src
	)

References MDRVector::capacity, MDRVector::data, MDRVector::elemsize, MDR_vector_detach(), MDR_vector_release(), and MDRVector::size.

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void * MDR_vector_detach ( MDRVector * v )

References MDRVector::capacity, MDRVector::data, MDRVector::elemsize, and MDRVector::size.

Referenced by MDR_dataset_read(), and MDR_vector_assign().

void MDR_vector_ensure_capacity	(	MDRVector *	v,
		size_t	capacity
	)

References MDRVector::capacity, MDRVector::data, and MDRVector::elemsize.

Referenced by MDR_vector_add_array(), and MDR_vector_resize().

void MDR_vector_init	(	MDRVector *	v,
		size_t	elemsize,
		size_t	init_cap
	)

References MDRVector::capacity, MDRVector::data, MDRVector::elemsize, and MDRVector::size.

Referenced by MDR_dataset_read().

void MDR_vector_release ( MDRVector * v )

References MDRVector::capacity, MDRVector::data, MDRVector::elemsize, and MDRVector::size.

Referenced by MDR_dataset_read(), and MDR_vector_assign().

void MDR_vector_resize	(	MDRVector *	v,
		size_t	size
	)

References MDRVector::data, MDRVector::elemsize, MDR_vector_ensure_capacity(), and MDRVector::size.

Referenced by MDR_PRIVATE_dataset_finish_row().

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void MDR_vector_trim ( MDRVector * v )

References MDRVector::capacity, MDRVector::data, MDRVector::elemsize, and MDRVector::size.

void print_attribute	(	FILE *	out,
		const MDRDatum *	attribute,
		MDRInstance	n_rows
	)

References i, and MDR_UNKNOWN.

Referenced by main().

void print_combo	(	FILE *	out,
		const MDRAttribute *	attr,
		MDRAttribute	n_attr
	)

References i.

Referenced by main().

void print_conf_matrix	(	FILE *	out,
		MDRInstance *	conf_matrix,
		MDRDatum	n_status
	)

References i.

Referenced by main().

void print_model	(	FILE *	out,
		MDRModel *	m
	)

References i, MDR_model_begin(), MDR_model_get_cell_counts(), MDR_model_get_cell_status(), MDR_model_get_key(), MDR_model_is_end(), MDR_model_next(), MDR_UNKNOWN, MDRModel::n_attr, and MDRModel::n_status.

Referenced by main().

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Variable Documentation

char exampleData[]

const char MDR_LIBRARY_VERSION[] = "0.3.3"

MDRDatum MDR_UNKNOWN = (MDRDatum)-1

Referenced by MDR_model_build_cell_statuses(), MDR_model_compute_confusion_matrix(), MDR_PRIVATE_dataset_finish_row(), MDR_PRIVATE_model_build_cells_instance(), MDR_PRIVATE_model_construct_attribute_instance(), MDR_PRIVATE_model_init_cells(), print_attribute(), and print_model().

Classes

Macros

Typedefs

Functions

Variables

Macro Definition Documentation

Typedef Documentation

Function Documentation

Variable Documentation