SHOGUN  v3.2.0
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CTwoStateModel类 参考

详细描述

class CTwoStateModel class for the internal two-state representation used in the CHMSVMModel.

在文件 TwoStateModel.h24 行定义.

类 CTwoStateModel 继承关系图:
Inheritance graph
[图例]

Public 成员函数

 CTwoStateModel ()
 
virtual ~CTwoStateModel ()
 
virtual SGMatrix< float64_tloss_matrix (CSequence *label_seq)
 
virtual float64_t loss (CSequence *label_seq_lhs, CSequence *label_seq_rhs)
 
virtual void reshape_emission_params (SGVector< float64_t > &emission_weights, SGVector< float64_t > w, int32_t num_feats, int32_t num_obs)
 
virtual void reshape_emission_params (CDynamicObjectArray *plif_matrix, SGVector< float64_t > w, int32_t num_feats, int32_t num_plif_nodes)
 
virtual void reshape_transmission_params (SGMatrix< float64_t > &transmission_weights, SGVector< float64_t > w)
 
virtual SGVector< int32_t > labels_to_states (CSequence *label_seq) const
 
virtual CSequencestates_to_labels (SGVector< int32_t > state_seq) const
 
virtual void weights_to_vector (SGVector< float64_t > &psi, SGMatrix< float64_t > transmission_weights, SGVector< float64_t > emission_weights, int32_t num_feats, int32_t num_obs) const
 
virtual SGVector< float64_tweights_to_vector (SGMatrix< float64_t > transmission_weights, SGVector< float64_t > emission_weights, int32_t num_feats, int32_t num_obs) const
 
virtual SGVector< int32_t > get_monotonicity (int32_t num_free_states, int32_t num_feats) const
 
virtual const char * get_name () const
 
int32_t get_num_states () const
 
int32_t get_num_transmission_params () const
 
SGVector< float64_tget_start_states () const
 
SGVector< float64_tget_stop_states () const
 
virtual CSGObjectshallow_copy () const
 
virtual CSGObjectdeep_copy () const
 
virtual bool is_generic (EPrimitiveType *generic) const
 
template<class T >
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
void set_generic ()
 
template<>
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::get_version_parameter())
 
virtual bool load_serializable (CSerializableFile *file, const char *prefix="", int32_t param_version=Version::get_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_gradient_parameter_dictionary (CMap< TParameter *, CSGObject * > *dict)
 
virtual bool update_parameter_hash ()
 
virtual bool equals (CSGObject *other, float64_t accuracy=0.0)
 
virtual CSGObjectclone ()
 

静态 Public 成员函数

static CHMSVMModelsimulate_data (int32_t num_exm, int32_t exm_len, int32_t num_features, int32_t num_noise_features)
 

Public 属性

SGIOio
 
Parallelparallel
 
Versionversion
 
Parameterm_parameters
 
Parameterm_model_selection_parameters
 
Parameterm_gradient_parameters
 
ParameterMapm_parameter_map
 
uint32_t m_hash
 

Protected 成员函数

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)
 

Protected 属性

int32_t m_num_states
 
int32_t m_num_transmission_params
 
SGMatrix< float64_tm_state_loss_mat
 
SGVector< float64_tm_p
 
SGVector< float64_tm_q
 

构造及析构函数说明

default constructor

在文件 TwoStateModel.cpp18 行定义.

~CTwoStateModel ( )
virtual

destructor

在文件 TwoStateModel.cpp43 行定义.

成员函数说明

void build_gradient_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.

参数
dictdictionary of parameters to be built.

在文件 SGObject.cpp1156 行定义.

CSGObject * clone ( )
virtualinherited

Creates a clone of the current object. This is done via recursively traversing all parameters, which corresponds to a deep copy. Calling equals on the cloned object always returns true although none of the memory of both objects overlaps.

返回
an identical copy of the given object, which is disjoint in memory. NULL if the clone fails. Note that the returned object is SG_REF'ed

在文件 SGObject.cpp1273 行定义.

virtual CSGObject* deep_copy ( ) const
virtualinherited

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

在文件 SGObject.h126 行定义.

bool equals ( CSGObject other,
float64_t  accuracy = 0.0 
)
virtualinherited

Recursively compares the current SGObject to another one. Compares all registered numerical parameters, recursion upon complex (SGObject) parameters. Does not compare pointers!

May be overwritten but please do with care! Should not be necessary in most cases.

参数
otherobject to compare with
accuracyaccuracy to use for comparison (optional)
返回
true if all parameters were equal, false if not

在文件 SGObject.cpp1177 行定义.

SGIO * get_global_io ( )
inherited

get the io object

返回
io object

在文件 SGObject.cpp174 行定义.

Parallel * get_global_parallel ( )
inherited

get the parallel object

返回
parallel object

在文件 SGObject.cpp209 行定义.

Version * get_global_version ( )
inherited

get the version object

返回
version object

在文件 SGObject.cpp222 行定义.

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

在文件 SGObject.cpp1060 行定义.

char * get_modsel_param_descr ( const char *  param_name)
inherited

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

参数
param_namename of the parameter
返回
description of the parameter

在文件 SGObject.cpp1084 行定义.

index_t get_modsel_param_index ( const char *  param_name)
inherited

Returns index of model selection parameter with provided index

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

在文件 SGObject.cpp1097 行定义.

SGVector< int32_t > get_monotonicity ( int32_t  num_free_states,
int32_t  num_feats 
) const
virtual

specify monotonicity constraints for feature scoring functions. The elements of the vector returned can take one of three values:

see CStateModel::get_monotonicity

参数
num_free_statesnumber of states whose parameters are learnt
num_featsnumber of features
返回
vector with monotonicity constraints of length num_feats times num_learnt_states

重载 CStateModel .

在文件 TwoStateModel.cpp234 行定义.

virtual const char* get_name ( ) const
virtual
返回
name of SGSerializable

重载 CStateModel .

在文件 TwoStateModel.h172 行定义.

int32_t get_num_states ( ) const
inherited
返回
number of states

在文件 StateModel.cpp24 行定义.

int32_t get_num_transmission_params ( ) const
inherited
返回
number of transmission parameters to be learnt

在文件 StateModel.cpp29 行定义.

SGVector< float64_t > get_start_states ( ) const
inherited

return the distribution of start states, i.e. the specification of which states may appear in the start of a state sequence and which may not. The elements of the vector returned can take one out of two values:

  • -INFTY if the state is not allowed to be a start state
  • 0 otherwise

The distrubtion of start states m_p must be initialized in the constructor of CStateModel's child classes.

返回
the distribution of start states m_p, vector of m_num_states elements

在文件 StateModel.cpp56 行定义.

SGVector< float64_t > get_stop_states ( ) const
inherited

return the distribution of stop states, i.e. the specification of which states may appear in the end of a state sequence and which may not. The elements of the vector returned can take one out of two values:

  • -INFTY if the state is not allowed to be a stop state
  • 0 otherwise

The distrubtion of stop states m_q must be initialized in the constructor of CStateModel's child classes.

返回
the distribution of start states m_p, vector of m_num_states elements

在文件 StateModel.cpp61 行定义.

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.

参数
genericset to the type of the generic if returning TRUE
返回
TRUE if a class template.

在文件 SGObject.cpp228 行定义.

SGVector< int32_t > labels_to_states ( CSequence label_seq) const
virtual

translates label sequence to state sequence

参数
label_seqlabel sequence
返回
state sequence

实现了 CStateModel.

在文件 TwoStateModel.cpp75 行定义.

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)

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

在文件 SGObject.cpp633 行定义.

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

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

在文件 SGObject.cpp474 行定义.

bool load_serializable ( CSerializableFile file,
const char *  prefix = "",
int32_t  param_version = Version::get_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!

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

在文件 SGObject.cpp305 行定义.

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.

异常
ShogunExceptionWill be thrown if an error occurres.

CWeightedDegreePositionStringKernel, CKernel, CList, CAlphabet, CLinearHMM, CGaussianKernel, CInverseMultiQuadricKernel, CCircularKernel , 以及 CExponentialKernel 重载.

在文件 SGObject.cpp989 行定义.

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.

异常
ShogunExceptionWill be thrown if an error occurres.

CDynamicArray< T >, CDynamicArray< float64_t >, CDynamicArray< float32_t >, CDynamicArray< int32_t >, CDynamicArray< char >, CDynamicArray< bool > , 以及 CDynamicObjectArray 重载.

在文件 SGObject.cpp984 行定义.

float64_t loss ( CSequence label_seq_lhs,
CSequence label_seq_rhs 
)
virtual

computes the loss between two sequences of labels using the Hamming loss and the state loss matrix

参数
label_seq_lhsone label sequence
label_seq_rhsother label sequence
返回
the Hamming loss

实现了 CStateModel.

在文件 TwoStateModel.cpp61 行定义.

SGMatrix< float64_t > loss_matrix ( CSequence label_seq)
virtual

computes a loss matrix with m_num_states rows and number of columns equal to the length of label_seq. This matrix can be added directly to the emission matrix used in Viterbi decoding during training to form the loss-augmented emission matrix

参数
label_seqlabel sequence (normally the true label sequence)
返回
the loss matrix

实现了 CStateModel.

在文件 TwoStateModel.cpp47 行定义.

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

参数
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

在文件 SGObject.cpp671 行定义.

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

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

在文件 SGObject.cpp878 行定义.

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)

参数
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

在文件 SGObject.cpp818 行定义.

void print_modsel_params ( )
inherited

prints all parameter registered for model selection and their type

在文件 SGObject.cpp1036 行定义.

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

prints registered parameters out

参数
prefixprefix for members

在文件 SGObject.cpp240 行定义.

void reshape_emission_params ( SGVector< float64_t > &  emission_weights,
SGVector< float64_t w,
int32_t  num_feats,
int32_t  num_obs 
)
virtual

arranges the emission parameterss of the weight vector into a vector adding zero elements for the states whose parameters are not learnt. This vector is suitable to iterate through when constructing the emission matrix used in Viterbi decoding

参数
emission_weightsemission parameters outputted
wthe weight vector
num_featsnumber of features
num_obsnumber of emission scores per feature and state

实现了 CStateModel.

在文件 TwoStateModel.cpp120 行定义.

void reshape_emission_params ( CDynamicObjectArray plif_matrix,
SGVector< float64_t w,
int32_t  num_feats,
int32_t  num_plif_nodes 
)
virtual

arranges the emission parameters of the weight vector into a matrix of PLiFs adding zero elements for the states whose parameters are not learnt.

参数
plif_matrixmatrix of PLiFs outputted
wthe weight vector
num_featsnumber of features
num_plif_nodesnumber of nodes in the PLiFs

实现了 CStateModel.

在文件 TwoStateModel.cpp147 行定义.

void reshape_transmission_params ( SGMatrix< float64_t > &  transmission_weights,
SGVector< float64_t w 
)
virtual

arranges the transmission parameters of the weight vector into a matrix adding zero elements for the states whose parameters are not learnt. This matrix is suitable to iterate during Viterbi decoding

参数
transmission_weightstransmission parameters outputted
wthe weight vector

实现了 CStateModel.

在文件 TwoStateModel.cpp169 行定义.

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

Save this object to file.

参数
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)
返回
TRUE if done, otherwise FALSE

在文件 SGObject.cpp246 行定义.

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.

异常
ShogunExceptionWill be thrown if an error occurres.

CKernel 重载.

在文件 SGObject.cpp999 行定义.

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.

异常
ShogunExceptionWill be thrown if an error occurres.

CKernel, CDynamicArray< T >, CDynamicArray< float64_t >, CDynamicArray< float32_t >, CDynamicArray< int32_t >, CDynamicArray< char >, CDynamicArray< bool > , 以及 CDynamicObjectArray 重载.

在文件 SGObject.cpp994 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp41 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp46 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp51 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp56 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp61 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp66 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp71 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp76 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp81 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp86 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp91 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp96 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp101 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp106 行定义.

void set_generic ( )
inherited

在文件 SGObject.cpp111 行定义.

void set_generic ( )
inherited

set generic type to T

void set_global_io ( SGIO io)
inherited

set the io object

参数
ioio object to use

在文件 SGObject.cpp167 行定义.

void set_global_parallel ( Parallel parallel)
inherited

set the parallel object

参数
parallelparallel object to use

在文件 SGObject.cpp180 行定义.

void set_global_version ( Version version)
inherited

set the version object

参数
versionversion object to use

在文件 SGObject.cpp215 行定义.

virtual CSGObject* shallow_copy ( ) const
virtualinherited

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

CGaussianKernel 重载.

在文件 SGObject.h117 行定义.

CHMSVMModel * simulate_data ( int32_t  num_exm,
int32_t  exm_len,
int32_t  num_features,
int32_t  num_noise_features 
)
static

generates simulated data. The features are generated from the label sequence swapping some of the labels and adding noise

参数
num_exmnumber of sample pairs (sequence of features, sequence of labels) to generate
exm_lenlength of each sample sequence
num_featuresfeatures dimension
num_noise_featuresnumber of features to be pure noise
返回
a model that contains the data simulated

在文件 TwoStateModel.cpp249 行定义.

CSequence * states_to_labels ( SGVector< int32_t >  state_seq) const
virtual

translates state sequence to label sequence

参数
state_seqstate sequence
返回
label sequence

实现了 CStateModel.

在文件 TwoStateModel.cpp98 行定义.

void unset_generic ( )
inherited

unset generic type

this has to be called in classes specializing a template class

在文件 SGObject.cpp235 行定义.

bool update_parameter_hash ( )
virtualinherited

Updates the hash of current parameter combination.

返回
bool if parameter combination has changed since last update.

在文件 SGObject.cpp187 行定义.

void weights_to_vector ( SGVector< float64_t > &  psi,
SGMatrix< float64_t transmission_weights,
SGVector< float64_t emission_weights,
int32_t  num_feats,
int32_t  num_obs 
) const
virtual

reshapes the transition and emission weights into a vector (the joint feature vector so it will be possible to take the dot product with the weight vector). Version with the joint feature vector as parameter by reference

参数
psioutput vector
transmission_weightscounts of the state transitions for a state sequence
emission_weightscounts of the emission scores for a state sequence and a feature vector
num_featsnumber of features
num_obsnumber of emission scores per feature and state

实现了 CStateModel.

在文件 TwoStateModel.cpp193 行定义.

SGVector< float64_t > weights_to_vector ( SGMatrix< float64_t transmission_weights,
SGVector< float64_t emission_weights,
int32_t  num_feats,
int32_t  num_obs 
) const
virtual

reshapes the transition and emission weights into a vector (the joint feature vector so it will be possible to take the dot product with the weight vector). Version returning the joint feature vector

参数
transmission_weightscounts of the state transitions for a state sequence
emission_weightscounts of the emission scores for a state sequence and a feature vector
num_featsnumber of features
num_obsnumber of emission scores per feature and state
返回
psi output vector

实现了 CStateModel.

在文件 TwoStateModel.cpp224 行定义.

类成员变量说明

SGIO* io
inherited

io

在文件 SGObject.h473 行定义.

Parameter* m_gradient_parameters
inherited

parameters wrt which we can compute gradients

在文件 SGObject.h488 行定义.

uint32_t m_hash
inherited

Hash of parameter values

在文件 SGObject.h494 行定义.

Parameter* m_model_selection_parameters
inherited

model selection parameters

在文件 SGObject.h485 行定义.

int32_t m_num_states
protectedinherited

the number of states

在文件 StateModel.h217 行定义.

int32_t m_num_transmission_params
protectedinherited

the number of transmission parameters

在文件 StateModel.h220 行定义.

SGVector< float64_t > m_p
protectedinherited

the distribution of start states

在文件 StateModel.h226 行定义.

ParameterMap* m_parameter_map
inherited

map for different parameter versions

在文件 SGObject.h491 行定义.

Parameter* m_parameters
inherited

parameters

在文件 SGObject.h482 行定义.

SGVector< float64_t > m_q
protectedinherited

the distribution of stop states

在文件 StateModel.h229 行定义.

SGMatrix< float64_t > m_state_loss_mat
protectedinherited

state loss matrix, loss for every pair of states

在文件 StateModel.h223 行定义.

Parallel* parallel
inherited

parallel

在文件 SGObject.h476 行定义.

Version* version
inherited

version

在文件 SGObject.h479 行定义.


该类的文档由以下文件生成:

SHOGUN Machine Learning Toolbox - Documentation