svmdataset.c File Reference

SVM Dataset - Definition. More...

#include "svmdataset.h"
#include <string.h>
#include <math.h>
#include "svmdataset.c"
#include "float.th"

Functions
VlSvmDataset *	vl_svmdataset_new (vl_type dataType, void *data, vl_size dimension, vl_size numData)
	Create a new object wrapping a dataset. More...
void	vl_svmdataset_delete (VlSvmDataset *self)
	Delete the object. More...
void *	vl_svmdataset_get_data (VlSvmDataset const *self)
	Get the wrapped data. More...
vl_size	vl_svmdataset_get_num_data (VlSvmDataset const *self)
	Get the number of wrapped data elements. More...
vl_size	vl_svmdataset_get_dimension (VlSvmDataset const *self)
	Get the dimension of the wrapped data. More...
VlHomogeneousKernelMap *	vl_svmdataset_get_homogeneous_kernel_map (VlSvmDataset const *self)
	Get the homogeneous kernel map object. More...
void	vl_svmdataset_set_homogeneous_kernel_map (VlSvmDataset *self, VlHomogeneousKernelMap *hom)
	Set the homogeneous kernel map object. More...
VlSvmAccumulateFunction	vl_svmdataset_get_accumulate_function (VlSvmDataset const *self)
	Get the accumulate function. More...
VlSvmInnerProductFunction	vl_svmdataset_get_inner_product_function (VlSvmDataset const *self)
	Get the inner product function. More...

Detailed Description

Author

Daniele Perrone

Andrea Vedaldi

Function Documentation

vl_svmdataset_delete()

void vl_svmdataset_delete

(

VlSvmDataset *

self

)

Parameters

self	object to delete.

The function frees the resources allocated by vl_svmdataset_new(). Notice that the wrapped data will not be freed as it is not owned by the object.

vl_svmdataset_get_accumulate_function()

VlSvmAccumulateFunction vl_svmdataset_get_accumulate_function

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

a pointer to the accumulate function to use with this data.

vl_svmdataset_get_data()

void* vl_svmdataset_get_data

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

a pointer to the wrapped data.

vl_svmdataset_get_dimension()

vl_size vl_svmdataset_get_dimension

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

dimension of the wrapped data.

vl_svmdataset_get_homogeneous_kernel_map()

VlHomogeneousKernelMap* vl_svmdataset_get_homogeneous_kernel_map

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

homogenoeus kernel map object (or NULL if any).

vl_svmdataset_get_inner_product_function()

VlSvmInnerProductFunction vl_svmdataset_get_inner_product_function

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

a pointer to the inner product function to use with this data.

vl_svmdataset_get_num_data()

vl_size vl_svmdataset_get_num_data

(

VlSvmDataset const *

self

)

Parameters

self

object.

Returns

number of wrapped data elements.

vl_svmdataset_new()

VlSvmDataset* vl_svmdataset_new	(	vl_type	dataType,
		void *	data,
		vl_size	dimension,
		vl_size	numData
	)

Parameters

dataType	of data (float and double supported).
data	pointer to the data.
dimension	the dimension of a data vector.
numData	number of wrapped data vectors.

Returns

new object.

The function allocates and returns a new SVM dataset object wrapping the data pointed by data. Note that no copy is made of data, so the caller should keep the data allocated as the object exists.

See also

vl_svmdataset_delete

vl_svmdataset_set_homogeneous_kernel_map()

void vl_svmdataset_set_homogeneous_kernel_map	(	VlSvmDataset *	self,
		VlHomogeneousKernelMap *	hom
	)

Parameters

self	object.
hom	homogeneous kernel map object to use.

After changing the kernel map, the inner product and accumulator function should be queried again (vl_svmdataset_get_inner_product_function adn vl_svmdataset_get_accumulate_function).

Set this to NULL to avoid using a kernel map.

Note that this does not transfer the ownership of the object to the function. Furthermore, VlSvmDataset holds to the object until it is destroyed or the object is replaced or removed by calling this function again.