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CStringFeatures< ST > Class Template Reference

Detailed Description

template<class ST>
class shogun::CStringFeatures< ST >

Template class StringFeatures implements a list of strings.

As this class is a template the underlying storage type is quite arbitrary and not limited to character strings, but could also be sequences of floating point numbers etc. Strings differ from matrices (cf. CDenseFeatures) in a way that the dimensionality of the feature vectors (i.e. the strings) is not fixed; it may vary between strings.

Most string kernels require StringFeatures but a number of them actually requires strings to have same length.

When preprocessors are attached to string features they may shorten the string, but are not allowed to return strings longer than max_string_length, as some algorithms depend on this.

Also note that string features cannot currently be computed on-the-fly.

(Partly) subset access is supported for this feature type. Simple use the (inherited) add_subset(), remove_subset() functions. If done, all calls that work with features are translated to the subset. See comments to find out whether it is supported for that method. See also CFeatures class documentation

Definition at line 72 of file StringFeatures.h.

Inheritance diagram for CStringFeatures< ST >:
Inheritance graph
[legend]

Public Member Functions

 CStringFeatures ()
 CStringFeatures (EAlphabet alpha)
 CStringFeatures (SGStringList< ST > string_list, EAlphabet alpha)
 CStringFeatures (SGStringList< ST > string_list, CAlphabet *alpha)
 CStringFeatures (CAlphabet *alpha)
 CStringFeatures (const CStringFeatures &orig)
 CStringFeatures (CFile *loader, EAlphabet alpha=DNA)
virtual ~CStringFeatures ()
virtual void cleanup ()
virtual void cleanup_feature_vector (int32_t num)
virtual void cleanup_feature_vectors (int32_t start, int32_t stop)
virtual EFeatureClass get_feature_class () const
virtual EFeatureType get_feature_type () const
CAlphabetget_alphabet ()
virtual CFeaturesduplicate () const
SGVector< ST > get_feature_vector (int32_t num)
void set_feature_vector (SGVector< ST > vector, int32_t num)
void enable_on_the_fly_preprocessing ()
void disable_on_the_fly_preprocessing ()
ST * get_feature_vector (int32_t num, int32_t &len, bool &dofree)
CStringFeatures< ST > * get_transposed ()
SGString< ST > * get_transposed (int32_t &num_feat, int32_t &num_vec)
void free_feature_vector (ST *feat_vec, int32_t num, bool dofree)
void free_feature_vector (SGVector< ST > feat_vec, int32_t num)
virtual ST get_feature (int32_t vec_num, int32_t feat_num)
virtual int32_t get_vector_length (int32_t vec_num)
virtual int32_t get_max_vector_length ()
virtual int32_t get_num_vectors () const
floatmax_t get_num_symbols ()
floatmax_t get_max_num_symbols ()
floatmax_t get_original_num_symbols ()
int32_t get_order ()
ST get_masked_symbols (ST symbol, uint8_t mask)
ST shift_offset (ST offset, int32_t amount)
ST shift_symbol (ST symbol, int32_t amount)
virtual void load (CFile *loader)
void load_ascii_file (char *fname, bool remap_to_bin=true, EAlphabet ascii_alphabet=DNA, EAlphabet binary_alphabet=RAWDNA)
bool load_fasta_file (const char *fname, bool ignore_invalid=false)
bool load_fastq_file (const char *fname, bool ignore_invalid=false, bool bitremap_in_single_string=false)
bool load_from_directory (char *dirname)
void set_features (SGStringList< ST > feats)
bool set_features (SGString< ST > *p_features, int32_t p_num_vectors, int32_t p_max_string_length)
bool append_features (CStringFeatures< ST > *sf)
bool append_features (SGString< ST > *p_features, int32_t p_num_vectors, int32_t p_max_string_length)
SGStringList< ST > get_features ()
virtual SGString< ST > * get_features (int32_t &num_str, int32_t &max_str_len)
virtual SGString< ST > * copy_features (int32_t &num_str, int32_t &max_str_len)
virtual void get_features (SGString< ST > **dst, int32_t *num_str)
virtual void save (CFile *writer)
virtual bool load_compressed (char *src, bool decompress)
virtual bool save_compressed (char *dest, E_COMPRESSION_TYPE compression, int level)
virtual int32_t get_size () const
virtual bool apply_preprocessor (bool force_preprocessing=false)
int32_t obtain_by_sliding_window (int32_t window_size, int32_t step_size, int32_t skip=0)
int32_t obtain_by_position_list (int32_t window_size, CDynamicArray< int32_t > *positions, int32_t skip=0)
bool obtain_from_char (CStringFeatures< char > *sf, int32_t start, int32_t p_order, int32_t gap, bool rev)
template<class CT >
bool obtain_from_char_features (CStringFeatures< CT > *sf, int32_t start, int32_t p_order, int32_t gap, bool rev)
bool have_same_length (int32_t len=-1)
void embed_features (int32_t p_order)
void compute_symbol_mask_table (int64_t max_val)
void unembed_word (ST word, uint8_t *seq, int32_t len)
ST embed_word (ST *seq, int32_t len)
void determine_maximum_string_length ()
virtual void set_feature_vector (int32_t num, ST *string, int32_t len)
virtual void get_histogram (float64_t **hist, int32_t *rows, int32_t *cols, bool normalize=true)
virtual void create_random (float64_t *hist, int32_t rows, int32_t cols, int32_t num_vec)
virtual CFeaturescopy_subset (SGVector< index_t > indices)
virtual const char * get_name () const
virtual void subset_changed_post ()
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
EFeatureType get_feature_type () const
template<>
bool get_masked_symbols (bool symbol, uint8_t mask)
template<>
float32_t get_masked_symbols (float32_t symbol, uint8_t mask)
template<>
float64_t get_masked_symbols (float64_t symbol, uint8_t mask)
template<>
floatmax_t get_masked_symbols (floatmax_t symbol, uint8_t mask)
template<>
bool shift_offset (bool symbol, int32_t amount)
template<>
float32_t shift_offset (float32_t symbol, int32_t amount)
template<>
float64_t shift_offset (float64_t symbol, int32_t amount)
template<>
floatmax_t shift_offset (floatmax_t symbol, int32_t amount)
template<>
bool shift_symbol (bool symbol, int32_t amount)
template<>
float32_t shift_symbol (float32_t symbol, int32_t amount)
template<>
float64_t shift_symbol (float64_t symbol, int32_t amount)
template<>
floatmax_t shift_symbol (floatmax_t symbol, int32_t amount)
template<>
bool obtain_from_char_features (CStringFeatures< CT > *sf, int32_t start, int32_t p_order, int32_t gap, bool rev)
template<>
bool obtain_from_char_features (CStringFeatures< CT > *sf, int32_t start, int32_t p_order, int32_t gap, bool rev)
template<>
bool obtain_from_char_features (CStringFeatures< CT > *sf, int32_t start, int32_t p_order, int32_t gap, bool rev)
template<>
void embed_features (int32_t p_order)
template<>
void embed_features (int32_t p_order)
template<>
void embed_features (int32_t p_order)
template<>
void compute_symbol_mask_table (int64_t max_val)
template<>
void compute_symbol_mask_table (int64_t max_val)
template<>
void compute_symbol_mask_table (int64_t max_val)
template<>
float32_t embed_word (float32_t *seq, int32_t len)
template<>
float64_t embed_word (float64_t *seq, int32_t len)
template<>
floatmax_t embed_word (floatmax_t *seq, int32_t len)
template<>
void unembed_word (float32_t word, uint8_t *seq, int32_t len)
template<>
void unembed_word (float64_t word, uint8_t *seq, int32_t len)
template<>
void unembed_word (floatmax_t word, uint8_t *seq, int32_t len)
virtual int32_t add_preprocessor (CPreprocessor *p)
 set preprocessor
virtual CPreprocessordel_preprocessor (int32_t num)
 del current preprocessor
CPreprocessorget_preprocessor (int32_t num) const
 get current preprocessor
void set_preprocessed (int32_t num)
bool is_preprocessed (int32_t num) const
int32_t get_num_preprocessed () const
 get whether specified preprocessor (or all if num=1) was/were already applied
int32_t get_num_preprocessors () const
void clean_preprocessors ()
int32_t get_cache_size () const
virtual bool reshape (int32_t num_features, int32_t num_vectors)
void list_feature_obj () const
bool check_feature_compatibility (CFeatures *f) const
bool has_property (EFeatureProperty p) const
void set_property (EFeatureProperty p)
void unset_property (EFeatureProperty p)
virtual CFeaturescreate_merged_copy (CFeatures *other)
virtual void add_subset (SGVector< index_t > subset)
virtual void remove_subset ()
virtual void remove_all_subsets ()
virtual CSubsetStackget_subset_stack ()
virtual CSGObjectshallow_copy () const
virtual CSGObjectdeep_copy () const
virtual bool is_generic (EPrimitiveType *generic) const
template<class T >
void set_generic ()
void unset_generic ()
virtual void print_serializable (const char *prefix="")
virtual bool save_serializable (CSerializableFile *file, const char *prefix="", int32_t param_version=VERSION_PARAMETER)
virtual bool load_serializable (CSerializableFile *file, const char *prefix="", int32_t param_version=VERSION_PARAMETER)
DynArray< TParameter * > * load_file_parameters (const SGParamInfo *param_info, int32_t file_version, CSerializableFile *file, const char *prefix="")
DynArray< TParameter * > * load_all_file_parameters (int32_t file_version, int32_t current_version, CSerializableFile *file, const char *prefix="")
void map_parameters (DynArray< TParameter * > *param_base, int32_t &base_version, DynArray< const SGParamInfo * > *target_param_infos)
void set_global_io (SGIO *io)
SGIOget_global_io ()
void set_global_parallel (Parallel *parallel)
Parallelget_global_parallel ()
void set_global_version (Version *version)
Versionget_global_version ()
SGStringList< char > get_modelsel_names ()
void print_modsel_params ()
char * get_modsel_param_descr (const char *param_name)
index_t get_modsel_param_index (const char *param_name)
void build_parameter_dictionary (CMap< TParameter *, CSGObject * > &dict)

Static Public Member Functions

static ST * get_zero_terminated_string_copy (SGString< ST > str)

Public Attributes

SGIOio
Parallelparallel
Versionversion
Parameterm_parameters
Parameterm_model_selection_parameters
ParameterMapm_parameter_map
uint32_t m_hash

Protected Member Functions

virtual ST * compute_feature_vector (int32_t num, int32_t &len)
virtual TParametermigrate (DynArray< TParameter * > *param_base, const SGParamInfo *target)
virtual void one_to_one_migration_prepare (DynArray< TParameter * > *param_base, const SGParamInfo *target, TParameter *&replacement, TParameter *&to_migrate, char *old_name=NULL)
virtual void load_serializable_pre () throw (ShogunException)
virtual void load_serializable_post () throw (ShogunException)
virtual void save_serializable_pre () throw (ShogunException)
virtual void save_serializable_post () throw (ShogunException)
virtual bool update_parameter_hash ()

Protected Attributes

CAlphabetalphabet
int32_t num_vectors
SGString< ST > * features
ST * single_string
int32_t length_of_single_string
 length of prior single string
int32_t max_string_length
floatmax_t num_symbols
 number of used symbols
floatmax_t original_num_symbols
 original number of used symbols (before higher order mapping)
int32_t order
 order used in higher order mapping
ST * symbol_mask_table
 order used in higher order mapping
bool preprocess_on_get
 preprocess on-the-fly?
CCache< ST > * feature_cache
CSubsetStackm_subset_stack

Constructor & Destructor Documentation

default constructor

Definition at line 20 of file StringFeatures.cpp.

constructor

Parameters
alphaalphabet (type) to use for string features

Definition at line 26 of file StringFeatures.cpp.

CStringFeatures ( SGStringList< ST >  string_list,
EAlphabet  alpha 
)

constructor

Parameters
string_list
alphaalphabet (type) to use for string features

Definition at line 36 of file StringFeatures.cpp.

CStringFeatures ( SGStringList< ST >  string_list,
CAlphabet alpha 
)

constructor

Parameters
string_list
alphaan actual alphabet

Definition at line 48 of file StringFeatures.cpp.

CStringFeatures ( CAlphabet alpha)

constructor

Parameters
alphaalphabet to use for string features

Definition at line 60 of file StringFeatures.cpp.

CStringFeatures ( const CStringFeatures< ST > &  orig)

copy constructor

Definition at line 72 of file StringFeatures.cpp.

CStringFeatures ( CFile loader,
EAlphabet  alpha = DNA 
)

constructor

Parameters
loaderFile object via which to load data
alphaalphabet (type) to use for string features

Definition at line 112 of file StringFeatures.cpp.

~CStringFeatures ( )
virtual

Definition at line 127 of file StringFeatures.cpp.

Member Function Documentation

int32_t add_preprocessor ( CPreprocessor p)
virtualinherited

set preprocessor

add preprocessor

Parameters
ppreprocessor to set
Returns
something inty

Definition at line 81 of file Features.cpp.

void add_subset ( SGVector< index_t subset)
virtualinherited

adds a subset of indices on top of the current subsets (possibly subset o subset. Calls subset_changed_post() afterwards

Parameters
subsetsubset of indices to add

Reimplemented in CCombinedFeatures.

Definition at line 351 of file Features.cpp.

bool append_features ( CStringFeatures< ST > *  sf)

append features If the given string features have a subset, only this will be copied

not possible with subset

Parameters
sffeatures to append
Returns
if setting was successful

Definition at line 877 of file StringFeatures.cpp.

bool append_features ( SGString< ST > *  p_features,
int32_t  p_num_vectors,
int32_t  p_max_string_length 
)

append features

not possible with subset

Parameters
p_featuresfeatures to append
p_num_vectorsnumber of vectors
p_max_string_lengthmaximum string length

note that p_features will be SG_FREE()'d on success

Returns
if setting was successful

Definition at line 899 of file StringFeatures.cpp.

bool apply_preprocessor ( bool  force_preprocessing = false)
virtual

apply preprocessor

Parameters
force_preprocessingif preprocssing shall be forced
Returns
if applying was successful

Definition at line 1157 of file StringFeatures.cpp.

void build_parameter_dictionary ( CMap< TParameter *, CSGObject * > &  dict)
inherited

Builds a dictionary of all parameters in SGObject as well of those of SGObjects that are parameters of this object. Dictionary maps parameters to the objects that own them.

Parameters
dictdictionary of parameters to be built.

Definition at line 1204 of file SGObject.cpp.

bool check_feature_compatibility ( CFeatures f) const
inherited

check feature compatibility

Parameters
ffeatures to check for compatibility
Returns
if features are compatible

Definition at line 326 of file Features.cpp.

void clean_preprocessors ( )
inherited

clears all preprocs

Definition at line 137 of file Features.cpp.

void cleanup ( )
virtual

cleanup string features.

removes any subset before

Reimplemented in CStringFileFeatures< ST >.

Definition at line 134 of file StringFeatures.cpp.

void cleanup_feature_vector ( int32_t  num)
virtual

cleanup a single feature vector

possible with subset

Parameters
numnumber of the vector

Reimplemented in CStringFileFeatures< ST >.

Definition at line 162 of file StringFeatures.cpp.

void cleanup_feature_vectors ( int32_t  start,
int32_t  stop 
)
virtual

cleanup multiple feature vectors

possible with subset

Parameters
startindex of first vector to be cleaned
stopindex of the last vector to be cleaned

Definition at line 177 of file StringFeatures.cpp.

ST * compute_feature_vector ( int32_t  num,
int32_t &  len 
)
protectedvirtual

compute feature vector for sample num if target is set the vector is written to target len is returned by reference

possible with subset

Parameters
numwhich vector
lenlength of vector
Returns
feature vector

Definition at line 1625 of file StringFeatures.cpp.

void compute_symbol_mask_table ( int64_t  max_val)

compute symbol mask table

required to access bit-based symbols

not implemented for subset

Definition at line 1354 of file StringFeatures.cpp.

void compute_symbol_mask_table ( int64_t  max_val)

Definition at line 1863 of file StringFeatures.cpp.

void compute_symbol_mask_table ( int64_t  max_val)

Definition at line 1866 of file StringFeatures.cpp.

void compute_symbol_mask_table ( int64_t  max_val)

Definition at line 1869 of file StringFeatures.cpp.

SGString< ST > * copy_features ( int32_t &  num_str,
int32_t &  max_str_len 
)
virtual

copy_features

possible with subset

Parameters
num_strnumber of strings (returned)
max_str_lenmaximal string length (returned)
Returns
string features

Definition at line 970 of file StringFeatures.cpp.

CFeatures * copy_subset ( SGVector< index_t indices)
virtual

Creates a new CFeatures instance containing copies of the elements which are specified by the provided indices.

possible with subset

Parameters
indicesindices of feature elements to copy
Returns
new CFeatures instance with copies of feature data

Reimplemented from CFeatures.

Definition at line 1589 of file StringFeatures.cpp.

virtual CFeatures* create_merged_copy ( CFeatures other)
virtualinherited

Takes another feature instance and returns a new instance which is a concatenation of a copy if this instace's data and the given instance's data. Note that the feature types have to be equal.

NOT IMPLEMENTED!

Parameters
otherfeature object to append
Returns
new feature object which contains copy of data of this instance and of given one

Reimplemented in CDenseFeatures< ST >, CDenseFeatures< uint32_t >, CDenseFeatures< float64_t >, CDenseFeatures< T >, CDenseFeatures< uint16_t >, and CCombinedFeatures.

Definition at line 234 of file Features.h.

void create_random ( float64_t hist,
int32_t  rows,
int32_t  cols,
int32_t  num_vec 
)
virtual

create some random strings based on normalized histogram

not possible with subset

Definition at line 1487 of file StringFeatures.cpp.

virtual CSGObject* deep_copy ( ) const
virtualinherited

A deep copy. All the instance variables will also be copied.

Definition at line 131 of file SGObject.h.

CPreprocessor * del_preprocessor ( int32_t  num)
virtualinherited

del current preprocessor

delete preprocessor from list caller has to clean up returned preproc

Parameters
numindex of preprocessor in list

Definition at line 143 of file Features.cpp.

void determine_maximum_string_length ( )

determine new maximum string length

possible with subset

Definition at line 1410 of file StringFeatures.cpp.

void disable_on_the_fly_preprocessing ( )

call this to disable on the fly feature preprocessing on get_feature_vector. Useful when you manually apply preprocessors.

Definition at line 257 of file StringFeatures.cpp.

CFeatures * duplicate ( ) const
virtual

duplicate feature object

Returns
feature object

Implements CFeatures.

Definition at line 205 of file StringFeatures.cpp.

void embed_features ( int32_t  p_order)

embed string features in bit representation in-place

not implemented for subset

Definition at line 1300 of file StringFeatures.cpp.

void embed_features ( int32_t  p_order)

Definition at line 1853 of file StringFeatures.cpp.

void embed_features ( int32_t  p_order)

Definition at line 1856 of file StringFeatures.cpp.

void embed_features ( int32_t  p_order)

Definition at line 1859 of file StringFeatures.cpp.

ST embed_word ( ST *  seq,
int32_t  len 
)

embed a single word

Parameters
seqsequence of size len in a bitfield
len

Definition at line 1397 of file StringFeatures.cpp.

float32_t embed_word ( float32_t seq,
int32_t  len 
)

Definition at line 1873 of file StringFeatures.cpp.

float64_t embed_word ( float64_t seq,
int32_t  len 
)

Definition at line 1877 of file StringFeatures.cpp.

floatmax_t embed_word ( floatmax_t seq,
int32_t  len 
)

Definition at line 1881 of file StringFeatures.cpp.

void enable_on_the_fly_preprocessing ( )

call this to preprocess string features upon get_feature_vector

Definition at line 252 of file StringFeatures.cpp.

void free_feature_vector ( ST *  feat_vec,
int32_t  num,
bool  dofree 
)

free feature vector

possible with subset

Parameters
feat_vecfeature vector to free
numindex in feature cache, possibly from subset
dofreeif vector should be really deleted

Definition at line 344 of file StringFeatures.cpp.

void free_feature_vector ( SGVector< ST >  feat_vec,
int32_t  num 
)

free feature vector

possible with subset

Parameters
feat_vecfeature vector to free
numindex in feature cache, possibly from subset

Definition at line 362 of file StringFeatures.cpp.

CAlphabet * get_alphabet ( )

get alphabet used in string features

Returns
alphabet

Definition at line 199 of file StringFeatures.cpp.

int32_t get_cache_size ( ) const
inherited

get cache size

Returns
cache size

Definition at line 203 of file Features.cpp.

ST get_feature ( int32_t  vec_num,
int32_t  feat_num 
)
virtual

get feature

possible with subset

Parameters
vec_numwhich vector
feat_numwhich feature, possibly from subset
Returns
feature

Definition at line 377 of file StringFeatures.cpp.

EFeatureClass get_feature_class ( ) const
virtual

get feature class

Returns
feature class STRING

Implements CFeatures.

Definition at line 195 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type

Returns
templated feature type

Implements CFeatures.

Definition at line 197 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the char feature can deal with

Returns
feature type char

Implements CFeatures.

Definition at line 1683 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the char feature can deal with

Returns
feature type char

Implements CFeatures.

Definition at line 1692 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the BYTE feature can deal with

Returns
feature type BYTE

Implements CFeatures.

Definition at line 1701 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the SHORT feature can deal with

Returns
feature type SHORT

Implements CFeatures.

Definition at line 1710 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the WORD feature can deal with

Returns
feature type WORD

Implements CFeatures.

Definition at line 1719 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the INT feature can deal with

Returns
feature type INT

Implements CFeatures.

Definition at line 1728 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the INT feature can deal with

Returns
feature type INT

Implements CFeatures.

Definition at line 1737 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the LONG feature can deal with

Returns
feature type LONG

Implements CFeatures.

Definition at line 1746 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the ULONG feature can deal with

Returns
feature type ULONG

Implements CFeatures.

Definition at line 1755 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the SHORTREAL feature can deal with

Returns
feature type SHORTREAL

Implements CFeatures.

Definition at line 1764 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the DREAL feature can deal with

Returns
feature type DREAL

Implements CFeatures.

Definition at line 1773 of file StringFeatures.cpp.

EFeatureType get_feature_type ( ) const
virtual

get feature type the LONGREAL feature can deal with

Returns
feature type LONGREAL

Implements CFeatures.

Definition at line 1782 of file StringFeatures.cpp.

SGVector< ST > get_feature_vector ( int32_t  num)

get string for selected example num

possible with subset

Parameters
numindex of the string

Definition at line 210 of file StringFeatures.cpp.

ST * get_feature_vector ( int32_t  num,
int32_t &  len,
bool &  dofree 
)

get feature vector for sample num

possible with subset

Parameters
numindex of feature vector
lenlength is returned by reference
dofreewhether returned vector must be freed by caller via free_feature_vector
Returns
feature vector for sample num

Definition at line 262 of file StringFeatures.cpp.

SGStringList< ST > get_features ( )

get_features

Returns
features

Definition at line 952 of file StringFeatures.cpp.

SGString< ST > * get_features ( int32_t &  num_str,
int32_t &  max_str_len 
)
virtual

get_features

not possible with subset

Parameters
num_strnumber of strings (returned)
max_str_lenmaximal string length (returned)
Returns
string features

Definition at line 960 of file StringFeatures.cpp.

void get_features ( SGString< ST > **  dst,
int32_t *  num_str 
)
virtual

get_features (swig compatible)

possible with subset

Parameters
dststring features (returned)
num_strnumber of strings (returned)

Definition at line 992 of file StringFeatures.cpp.

SGIO * get_global_io ( )
inherited

get the io object

Returns
io object

Definition at line 224 of file SGObject.cpp.

Parallel * get_global_parallel ( )
inherited

get the parallel object

Returns
parallel object

Definition at line 259 of file SGObject.cpp.

Version * get_global_version ( )
inherited

get the version object

Returns
version object

Definition at line 272 of file SGObject.cpp.

void get_histogram ( float64_t **  hist,
int32_t *  rows,
int32_t *  cols,
bool  normalize = true 
)
virtual

compute histogram over strings

possible with subset

Definition at line 1445 of file StringFeatures.cpp.

ST get_masked_symbols ( ST  symbol,
uint8_t  mask 
)

a higher order mapped symbol will be shaped such that the symbols specified by bits in the mask will be returned.

Parameters
symbolsymbol to mask
maskmask to apply
Returns
masked symbol

Definition at line 420 of file StringFeatures.cpp.

bool get_masked_symbols ( bool  symbol,
uint8_t  mask 
)

Definition at line 1787 of file StringFeatures.cpp.

float32_t get_masked_symbols ( float32_t  symbol,
uint8_t  mask 
)

Definition at line 1791 of file StringFeatures.cpp.

float64_t get_masked_symbols ( float64_t  symbol,
uint8_t  mask 
)

Definition at line 1795 of file StringFeatures.cpp.

floatmax_t get_masked_symbols ( floatmax_t  symbol,
uint8_t  mask 
)

Definition at line 1799 of file StringFeatures.cpp.

floatmax_t get_max_num_symbols ( )

get maximum number of symbols

Note: floatmax_t sounds weird, but int64_t is not long enough (and there is no int128_t type)

Returns
maximum number of symbols

Definition at line 414 of file StringFeatures.cpp.

int32_t get_max_vector_length ( )
virtual

get maximum vector length

this one is updated when a subset is set

Returns
maximum vector/string length

Definition at line 402 of file StringFeatures.cpp.

SGStringList< char > get_modelsel_names ( )
inherited
Returns
vector of names of all parameters which are registered for model selection

Definition at line 1108 of file SGObject.cpp.

char * get_modsel_param_descr ( const char *  param_name)
inherited

Returns description of a given parameter string, if it exists. SG_ERROR otherwise

Parameters
param_namename of the parameter
Returns
description of the parameter

Definition at line 1132 of file SGObject.cpp.

index_t get_modsel_param_index ( const char *  param_name)
inherited

Returns index of model selection parameter with provided index

Parameters
param_namename of model selection parameter
Returns
index of model selection parameter with provided name, -1 if there is no such

Definition at line 1145 of file SGObject.cpp.

virtual const char* get_name ( ) const
virtual
Returns
object name

Implements CSGObject.

Definition at line 649 of file StringFeatures.h.

int32_t get_num_preprocessed ( ) const
inherited

get whether specified preprocessor (or all if num=1) was/were already applied

get the number of applied preprocs

Returns
number of applied preprocessors

Definition at line 123 of file Features.cpp.

int32_t get_num_preprocessors ( ) const
inherited

get number of preprocessors

Returns
number of preprocessors

Definition at line 198 of file Features.cpp.

floatmax_t get_num_symbols ( )

get number of symbols

Note: floatmax_t sounds weird, but LONG is not long enough

Returns
number of symbols

Definition at line 412 of file StringFeatures.cpp.

int32_t get_num_vectors ( ) const
virtual
Returns
number of vectors, possibly of subset

Implements CFeatures.

Definition at line 407 of file StringFeatures.cpp.

int32_t get_order ( )

order used for higher order mapping

Returns
order

Definition at line 418 of file StringFeatures.cpp.

floatmax_t get_original_num_symbols ( )

number of symbols before higher order mapping

Returns
original number of symbols

Definition at line 416 of file StringFeatures.cpp.

CPreprocessor * get_preprocessor ( int32_t  num) const
inherited

get current preprocessor

get specified preprocessor

Parameters
numindex of preprocessor in list

Definition at line 111 of file Features.cpp.

int32_t get_size ( ) const
virtual

get memory footprint of one feature

Returns
memory footprint of one feature

Implements CFeatures.

Definition at line 1155 of file StringFeatures.cpp.

CSubsetStack * get_subset_stack ( )
virtualinherited

returns subset stack

Returns
subset stack

Definition at line 369 of file Features.cpp.

CStringFeatures< ST > * get_transposed ( )

get a transposed copy of the features

possible with subset

Returns
transposed copy

Definition at line 300 of file StringFeatures.cpp.

SGString< ST > * get_transposed ( int32_t &  num_feat,
int32_t &  num_vec 
)

compute and return the transpose of string features matrix which will be prepocessed. num_feat, num_vectors are returned by reference caller has to clean up

note that strings all have to have same length

possible with subset

Parameters
num_featnumber of features in matrix
num_vecnumber of vectors in matrix
Returns
transposed string features

Definition at line 313 of file StringFeatures.cpp.

int32_t get_vector_length ( int32_t  vec_num)
virtual

get vector length

possible with subset

Parameters
vec_numwhich vector, possibly from subset
Returns
length of vector

Definition at line 391 of file StringFeatures.cpp.

ST * get_zero_terminated_string_copy ( SGString< ST >  str)
static

get a zero terminated copy of the string

Parameters
strthe string to copy
Returns
zero terminated copy of str

note that this function is only sensible for character strings

Definition at line 1422 of file StringFeatures.cpp.

bool has_property ( EFeatureProperty  p) const
inherited

check if features have given property

Parameters
pfeature property
Returns
if features have given property

Definition at line 336 of file Features.cpp.

bool have_same_length ( int32_t  len = -1)

check if length of each vector in this feature object equals the given length. if existant, only subset is checked

possible for subset

Parameters
lenvector length to check against
Returns
if length of each vector in this feature object equals the given length.

Definition at line 1281 of file StringFeatures.cpp.

bool is_generic ( EPrimitiveType *  generic) const
virtualinherited

If the SGSerializable is a class template then TRUE will be returned and GENERIC is set to the type of the generic.

Parameters
genericset to the type of the generic if returning TRUE
Returns
TRUE if a class template.

Definition at line 278 of file SGObject.cpp.

bool is_preprocessed ( int32_t  num) const
inherited

get whether specified preprocessor was already applied

Parameters
numindex of preprocessor in list

Definition at line 193 of file Features.cpp.

void list_feature_obj ( ) const
inherited

list feature object

Definition at line 214 of file Features.cpp.

virtual void load ( CFile loader)
virtual

load features from file

Parameters
loaderFile object via which to load data

Reimplemented from CFeatures.

DynArray< TParameter * > * load_all_file_parameters ( int32_t  file_version,
int32_t  current_version,
CSerializableFile file,
const char *  prefix = "" 
)
inherited

maps all parameters of this instance to the provided file version and loads all parameter data from the file into an array, which is sorted (basically calls load_file_parameter(...) for all parameters and puts all results into a sorted array)

Parameters
file_versionparameter version of the file
current_versionversion from which mapping begins (you want to use VERSION_PARAMETER for this in most cases)
filefile to load from
prefixprefix for members
Returns
(sorted) array of created TParameter instances with file data

Definition at line 679 of file SGObject.cpp.

void load_ascii_file ( char *  fname,
bool  remap_to_bin = true,
EAlphabet  ascii_alphabet = DNA,
EAlphabet  binary_alphabet = RAWDNA 
)

load ascii line-based string features from file.

any subset is removed before

Parameters
fnamefilename to load from
remap_to_binif translation to other binary alphabet should be performed
ascii_alphabetsrc alphabet
binary_alphabetalphabet to translate to

Definition at line 438 of file StringFeatures.cpp.

bool load_compressed ( char *  src,
bool  decompress 
)
virtual

load compressed features from file

any subset is removed before

Parameters
srcfilename to load from
decompresswhether to decompress on loading
Returns
if loading was successful

Definition at line 1000 of file StringFeatures.cpp.

bool load_fasta_file ( const char *  fname,
bool  ignore_invalid = false 
)

load fasta file as string features

any subset is removed before

Parameters
fnamefilename to load from
ignore_invalidif set to true, characters other than A,C,G,T are converted to A
Returns
if loading was successful

Definition at line 571 of file StringFeatures.cpp.

bool load_fastq_file ( const char *  fname,
bool  ignore_invalid = false,
bool  bitremap_in_single_string = false 
)

load fastq file as string features

removes subset beforehand

Parameters
fnamefilename to load from
ignore_invalidif set to true, characters other than A,C,G,T are converted to A
bitremap_in_single_stringif set to true, do binary embedding of symbols
Returns
if loading was successful

Definition at line 664 of file StringFeatures.cpp.

DynArray< TParameter * > * load_file_parameters ( const SGParamInfo param_info,
int32_t  file_version,
CSerializableFile file,
const char *  prefix = "" 
)
inherited

loads some specified parameters from a file with a specified version The provided parameter info has a version which is recursively mapped until the file parameter version is reached. Note that there may be possibly multiple parameters in the mapping, therefore, a set of TParameter instances is returned

Parameters
param_infoinformation of parameter
file_versionparameter version of the file, must be <= provided parameter version
filefile to load from
prefixprefix for members
Returns
new array with TParameter instances with the attached data

Definition at line 523 of file SGObject.cpp.

bool load_from_directory ( char *  dirname)

load features from directory

*removes subset before

Parameters
dirnamedirectory name to load from
Returns
if loading was successful

Definition at line 765 of file StringFeatures.cpp.

bool load_serializable ( CSerializableFile file,
const char *  prefix = "",
int32_t  param_version = VERSION_PARAMETER 
)
virtualinherited

Load this object from file. If it will fail (returning FALSE) then this object will contain inconsistent data and should not be used!

Parameters
filewhere to load from
prefixprefix for members
param_version(optional) a parameter version different to (this is mainly for testing, better do not use)
Returns
TRUE if done, otherwise FALSE

Reimplemented in CModelSelectionParameters.

Definition at line 354 of file SGObject.cpp.

void load_serializable_post ( ) throw (ShogunException)
protectedvirtualinherited

Can (optionally) be overridden to post-initialize some member variables which are not PARAMETER::ADD'ed. Make sure that at first the overridden method BASE_CLASS::LOAD_SERIALIZABLE_POST is called.

Exceptions
ShogunExceptionWill be thrown if an error occurres.

Reimplemented in CKernel, CWeightedDegreePositionStringKernel, CList, CAlphabet, CLinearHMM, CGaussianKernel, CANOVAKernel, CInverseMultiQuadricKernel, CCircularKernel, and CExponentialKernel.

Definition at line 1033 of file SGObject.cpp.

void load_serializable_pre ( ) throw (ShogunException)
protectedvirtualinherited

Can (optionally) be overridden to pre-initialize some member variables which are not PARAMETER::ADD'ed. Make sure that at first the overridden method BASE_CLASS::LOAD_SERIALIZABLE_PRE is called.

Exceptions
ShogunExceptionWill be thrown if an error occurres.

Definition at line 1028 of file SGObject.cpp.

void map_parameters ( DynArray< TParameter * > *  param_base,
int32_t &  base_version,
DynArray< const SGParamInfo * > *  target_param_infos 
)
inherited

Takes a set of TParameter instances (base) with a certain version and a set of target parameter infos and recursively maps the base level wise to the current version using CSGObject::migrate(...). The base is replaced. After this call, the base version containing parameters should be of same version/type as the initial target parameter infos. Note for this to work, the migrate methods and all the internal parameter mappings have to match

Parameters
param_baseset of TParameter instances that are mapped to the provided target parameter infos
base_versionversion of the parameter base
target_param_infosset of SGParamInfo instances that specify the target parameter base

Definition at line 717 of file SGObject.cpp.

TParameter * migrate ( DynArray< TParameter * > *  param_base,
const SGParamInfo target 
)
protectedvirtualinherited

creates a new TParameter instance, which contains migrated data from the version that is provided. The provided parameter data base is used for migration, this base is a collection of all parameter data of the previous version. Migration is done FROM the data in param_base TO the provided param info Migration is always one version step. Method has to be implemented in subclasses, if no match is found, base method has to be called.

If there is an element in the param_base which equals the target, a copy of the element is returned. This represents the case when nothing has changed and therefore, the migrate method is not overloaded in a subclass

Parameters
param_baseset of TParameter instances to use for migration
targetparameter info for the resulting TParameter
Returns
a new TParameter instance with migrated data from the base of the type which is specified by the target parameter

Definition at line 923 of file SGObject.cpp.

int32_t obtain_by_position_list ( int32_t  window_size,
CDynamicArray< int32_t > *  positions,
int32_t  skip = 0 
)

extracts windows of size window_size from first string using the positions in list

not implemented for subset

Parameters
window_sizewindow size
positionspositions
skipskip
Returns
something inty

Definition at line 1218 of file StringFeatures.cpp.

int32_t obtain_by_sliding_window ( int32_t  window_size,
int32_t  step_size,
int32_t  skip = 0 
)

slides a window of size window_size over the current single string step_size is the amount by which the window is shifted. creates (string_len-window_size)/step_size many feature obj if skip is nonzero, skip the first 'skip' characters of each string

not implemented for subset

Parameters
window_sizewindow size
step_sizestep size
skipskip
Returns
something inty

Definition at line 1181 of file StringFeatures.cpp.

bool obtain_from_char ( CStringFeatures< char > *  sf,
int32_t  start,
int32_t  p_order,
int32_t  gap,
bool  rev 
)

obtain string features from char features

wrapper for template method

any subset is removed before, subset of parameter sf is possible

Parameters
sfstring features
startstart
p_orderorder
gapgap
revreverse
Returns
if obtaining was successful

Definition at line 1276 of file StringFeatures.cpp.

bool obtain_from_char_features ( CStringFeatures< CT > *  sf,
int32_t  start,
int32_t  p_order,
int32_t  gap,
bool  rev 
)

template obtain from char features

any subset is removed before, subset of parameter sf is possible

Parameters
sfstring features
startstart
p_orderorder
gapgap
revreverse
Returns
if obtaining was successful

Definition at line 1951 of file StringFeatures.cpp.

bool obtain_from_char_features ( CStringFeatures< CT > *  sf,
int32_t  start,
int32_t  p_order,
int32_t  gap,
bool  rev 
)

Definition at line 1839 of file StringFeatures.cpp.

bool obtain_from_char_features ( CStringFeatures< CT > *  sf,
int32_t  start,
int32_t  p_order,
int32_t  gap,
bool  rev 
)

Definition at line 1843 of file StringFeatures.cpp.

bool obtain_from_char_features ( CStringFeatures< CT > *  sf,
int32_t  start,
int32_t  p_order,
int32_t  gap,
bool  rev 
)

Definition at line 1847 of file StringFeatures.cpp.

void one_to_one_migration_prepare ( DynArray< TParameter * > *  param_base,
const SGParamInfo target,
TParameter *&  replacement,
TParameter *&  to_migrate,
char *  old_name = NULL 
)
protectedvirtualinherited

This method prepares everything for a one-to-one parameter migration. One to one here means that only ONE element of the parameter base is needed for the migration (the one with the same name as the target). Data is allocated for the target (in the type as provided in the target SGParamInfo), and a corresponding new TParameter instance is written to replacement. The to_migrate pointer points to the single needed TParameter instance needed for migration. If a name change happened, the old name may be specified by old_name. In addition, the m_delete_data flag of to_migrate is set to true. So if you want to migrate data, the only thing to do after this call is converting the data in the m_parameter fields. If unsure how to use - have a look into an example for this. (base_migration_type_conversion.cpp for example)

Parameters
param_baseset of TParameter instances to use for migration
targetparameter info for the resulting TParameter
replacement(used as output) here the TParameter instance which is returned by migration is created into
to_migratethe only source that is used for migration
old_namewith this parameter, a name change may be specified

Definition at line 864 of file SGObject.cpp.

void print_modsel_params ( )
inherited

prints all parameter registered for model selection and their type

Definition at line 1084 of file SGObject.cpp.

void print_serializable ( const char *  prefix = "")
virtualinherited

prints registered parameters out

Parameters
prefixprefix for members

Definition at line 290 of file SGObject.cpp.

void remove_all_subsets ( )
virtualinherited

removes all subsets Calls subset_changed_post() afterwards

Reimplemented in CCombinedFeatures.

Definition at line 363 of file Features.cpp.

void remove_subset ( )
virtualinherited

removes that last added subset from subset stack, if existing Calls subset_changed_post() afterwards

Reimplemented in CCombinedFeatures.

Definition at line 357 of file Features.cpp.

bool reshape ( int32_t  num_features,
int32_t  num_vectors 
)
virtualinherited

in case there is a feature matrix allow for reshaping

NOT IMPLEMENTED!

Parameters
num_featuresnew number of features
num_vectorsnew number of vectors
Returns
if reshaping was successful

Reimplemented in CDenseFeatures< ST >, CDenseFeatures< uint32_t >, CDenseFeatures< float64_t >, CDenseFeatures< T >, and CDenseFeatures< uint16_t >.

Definition at line 208 of file Features.cpp.

virtual void save ( CFile writer)
virtual

save features to file

not possible with subset

Parameters
writerFile object via which to save data

Reimplemented from CFeatures.

bool save_compressed ( char *  dest,
E_COMPRESSION_TYPE  compression,
int  level 
)
virtual

save compressed features to file

not possible with subset

Parameters
destfilename to save to
compressioncompressor to use
levelcompression level to use (1-9)
Returns
if saving was successful

Definition at line 1095 of file StringFeatures.cpp.

bool save_serializable ( CSerializableFile file,
const char *  prefix = "",
int32_t  param_version = VERSION_PARAMETER 
)
virtualinherited

Save this object to file.

Parameters
filewhere to save the object; will be closed during returning if PREFIX is an empty string.
prefixprefix for members
param_version(optional) a parameter version different to (this is mainly for testing, better do not use)
Returns
TRUE if done, otherwise FALSE

Reimplemented in CModelSelectionParameters.

Definition at line 296 of file SGObject.cpp.

void save_serializable_post ( ) throw (ShogunException)
protectedvirtualinherited

Can (optionally) be overridden to post-initialize some member variables which are not PARAMETER::ADD'ed. Make sure that at first the overridden method BASE_CLASS::SAVE_SERIALIZABLE_POST is called.

Exceptions
ShogunExceptionWill be thrown if an error occurres.

Reimplemented in CKernel.

Definition at line 1043 of file SGObject.cpp.

void save_serializable_pre ( ) throw (ShogunException)
protectedvirtualinherited

Can (optionally) be overridden to pre-initialize some member variables which are not PARAMETER::ADD'ed. Make sure that at first the overridden method BASE_CLASS::SAVE_SERIALIZABLE_PRE is called.

Exceptions
ShogunExceptionWill be thrown if an error occurres.

Reimplemented in CKernel.

Definition at line 1038 of file SGObject.cpp.

void set_feature_vector ( SGVector< ST >  vector,
int32_t  num 
)

set string for selected example num

not possible with subset

Parameters
vector
numindex of the string

Definition at line 228 of file StringFeatures.cpp.

void set_feature_vector ( int32_t  num,
ST *  string,
int32_t  len 
)
virtual

set feature vector for sample num

possible with subset

Parameters
numindex of feature vector
stringstring with the feature vector's content
lenlength of the string

Definition at line 1431 of file StringFeatures.cpp.

void set_features ( SGStringList< ST >  feats)

set features

not possible with subset

Definition at line 835 of file StringFeatures.cpp.

bool set_features ( SGString< ST > *  p_features,
int32_t  p_num_vectors,
int32_t  p_max_string_length 
)

set features

not possible with subset

Parameters
p_featuresnew features
p_num_vectorsnumber of vectors
p_max_string_lengthmaximum string length
Returns
if setting was successful

Definition at line 840 of file StringFeatures.cpp.

void set_generic< floatmax_t > ( )
inherited

set generic type to T

Definition at line 41 of file SGObject.cpp.

void set_global_io ( SGIO io)
inherited

set the io object

Parameters
ioio object to use

Definition at line 217 of file SGObject.cpp.

void set_global_parallel ( Parallel parallel)
inherited

set the parallel object

Parameters
parallelparallel object to use

Definition at line 230 of file SGObject.cpp.

void set_global_version ( Version version)
inherited

set the version object

Parameters
versionversion object to use

Definition at line 265 of file SGObject.cpp.

void set_preprocessed ( int32_t  num)
inherited

set applied flag for preprocessor

Parameters
numindex of preprocessor in list

Definition at line 188 of file Features.cpp.

void set_property ( EFeatureProperty  p)
inherited

set property

Parameters
pkernel property to set

Definition at line 341 of file Features.cpp.

virtual CSGObject* shallow_copy ( ) const
virtualinherited

A shallow copy. All the SGObject instance variables will be simply assigned and SG_REF-ed.

Reimplemented in CGaussianKernel.

Definition at line 122 of file SGObject.h.

ST shift_offset ( ST  offset,
int32_t  amount 
)

shift offset to the left by amount

Parameters
offsetoffset to shift
amountamount to shift the offset
Returns
shifted offset

Definition at line 426 of file StringFeatures.cpp.

bool shift_offset ( bool  symbol,
int32_t  amount 
)

Definition at line 1804 of file StringFeatures.cpp.

float32_t shift_offset ( float32_t  symbol,
int32_t  amount 
)

Definition at line 1808 of file StringFeatures.cpp.

float64_t shift_offset ( float64_t  symbol,
int32_t  amount 
)

Definition at line 1812 of file StringFeatures.cpp.

floatmax_t shift_offset ( floatmax_t  symbol,
int32_t  amount 
)

Definition at line 1816 of file StringFeatures.cpp.

ST shift_symbol ( ST  symbol,
int32_t  amount 
)

shift symbol to the right by amount (taking care of custom symbol sizes)

Parameters
symbolsymbol to shift
amountamount to shift the symbol
Returns
shifted symbol

Definition at line 432 of file StringFeatures.cpp.

bool shift_symbol ( bool  symbol,
int32_t  amount 
)

Definition at line 1821 of file StringFeatures.cpp.

float32_t shift_symbol ( float32_t  symbol,
int32_t  amount 
)

Definition at line 1825 of file StringFeatures.cpp.

float64_t shift_symbol ( float64_t  symbol,
int32_t  amount 
)

Definition at line 1829 of file StringFeatures.cpp.

floatmax_t shift_symbol ( floatmax_t  symbol,
int32_t  amount 
)

Definition at line 1833 of file StringFeatures.cpp.

void subset_changed_post ( )
virtual

post method when subset is changed

Reimplemented from CFeatures.

Definition at line 1619 of file StringFeatures.cpp.

void unembed_word ( ST  word,
uint8_t *  seq,
int32_t  len 
)

remap bit-based word to character sequence

Parameters
wordword to remap
seqsequence of size len that remapped characters are written to
lenlength of sequence and word

Definition at line 1381 of file StringFeatures.cpp.

void unembed_word ( float32_t  word,
uint8_t *  seq,
int32_t  len 
)

Definition at line 1886 of file StringFeatures.cpp.

void unembed_word ( float64_t  word,
uint8_t *  seq,
int32_t  len 
)

Definition at line 1889 of file StringFeatures.cpp.

void unembed_word ( floatmax_t  word,
uint8_t *  seq,
int32_t  len 
)

Definition at line 1892 of file StringFeatures.cpp.

void unset_generic ( )
inherited

unset generic type

this has to be called in classes specializing a template class

Definition at line 285 of file SGObject.cpp.

void unset_property ( EFeatureProperty  p)
inherited

unset property

Parameters
pkernel property to unset

Definition at line 346 of file Features.cpp.

bool update_parameter_hash ( )
protectedvirtualinherited

Updates the hash of current parameter combination.

Returns
bool if parameter combination has changed since last update.

Definition at line 237 of file SGObject.cpp.

Member Data Documentation

CAlphabet* alphabet
protected

alphabet

Definition at line 673 of file StringFeatures.h.

CCache<ST>* feature_cache
protected

feature cache

Definition at line 706 of file StringFeatures.h.

SGString<ST>* features
protected

this contains the array of features

Definition at line 679 of file StringFeatures.h.

SGIO* io
inherited

io

Definition at line 462 of file SGObject.h.

int32_t length_of_single_string
protected

length of prior single string

Definition at line 685 of file StringFeatures.h.

uint32_t m_hash
inherited

Hash of parameter values

Definition at line 480 of file SGObject.h.

Parameter* m_model_selection_parameters
inherited

model selection parameters

Definition at line 474 of file SGObject.h.

ParameterMap* m_parameter_map
inherited

map for different parameter versions

Definition at line 477 of file SGObject.h.

Parameter* m_parameters
inherited

parameters

Definition at line 471 of file SGObject.h.

CSubsetStack* m_subset_stack
protectedinherited

subset used for index transformations

Definition at line 296 of file Features.h.

int32_t max_string_length
protected

length of longest string (for subset, is updated)

Definition at line 688 of file StringFeatures.h.

floatmax_t num_symbols
protected

number of used symbols

Definition at line 691 of file StringFeatures.h.

int32_t num_vectors
protected

number of string vectors (for subset, is updated)

Definition at line 676 of file StringFeatures.h.

int32_t order
protected

order used in higher order mapping

Definition at line 697 of file StringFeatures.h.

floatmax_t original_num_symbols
protected

original number of used symbols (before higher order mapping)

Definition at line 694 of file StringFeatures.h.

Parallel* parallel
inherited

parallel

Definition at line 465 of file SGObject.h.

bool preprocess_on_get
protected

preprocess on-the-fly?

Definition at line 703 of file StringFeatures.h.

ST* single_string
protected

true when single string / created by sliding window

Definition at line 682 of file StringFeatures.h.

ST* symbol_mask_table
protected

order used in higher order mapping

Definition at line 700 of file StringFeatures.h.

Version* version
inherited

version

Definition at line 468 of file SGObject.h.


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

SHOGUN Machine Learning Toolbox - Documentation