CEBL
2.1
|
#include <max_var.hpp>
Public Member Functions | |
max_var () | |
~max_var () | |
std::map< std::string, CEBL::Param > | getParamsList () |
void | setParamsList (std::map< std::string, CEBL::Param > &) |
set the parameter list | |
void | train (const EEGTrainingData &) |
std::vector< int > | use (const ublas::matrix< double > &) const |
![]() | |
Classifier () | |
virtual | ~Classifier () |
bool | isTrained () |
void | reset (CEBL::Param param) |
virtual bool | getProbabilitiesFlag () |
virtual void | setProbabilitiesFlag (bool flag) |
virtual std::vector < std::vector< double > > | getProbabilities () |
int | getTrainedClasses () |
int | getTrainedLags () |
virtual void | update (const EEGTrainingData &data) |
virtual ublas::vector< int > | use (const ublas::matrix< double > &)=0 |
![]() | |
Plugin () | |
virtual | ~Plugin () |
void | halt () |
tell classifier to halt | |
string | getName () const |
get the name of the plugin | |
virtual map< string, SerializedObject > | save () const |
save plugin to list, and return it | |
virtual void | load (map< string, SerializedObject > objects) |
load plugin from list of objects |
Friends | |
class | boost::serialization::access |
Additional Inherited Members | |
![]() | |
bool | trained |
bool | compute_probs |
std::vector< std::vector < double > > | probabilities |
int | using_classes |
int | using_lags |
int | trained_classes |
int | trained_lags |
![]() | |
string | plugin_name |
bool | should_halt |
Definition at line 25 of file max_var.hpp.
|
inline |
constructor sets trained to false
Definition at line 41 of file max_var.hpp.
References CEBL::Classifier::trained.
|
inline |
Definition at line 42 of file max_var.hpp.
|
virtual |
get and set the parameter list to the feature extractor
get and set the paramater list to the feature extractor
Reimplemented from CEBL::Plugin.
Definition at line 11 of file max_var.cpp.
|
virtual |
|
virtual |
train classifier over training data set
Train classifier over training data
Implements CEBL::Classifier.
Definition at line 27 of file max_var.cpp.
std::vector< int > CEBL::max_var::use | ( | const ublas::matrix< double > & | data | ) | const |
use classifier on data and return class
Definition at line 32 of file max_var.cpp.
References cppR::sd(), cppR::t(), and cppR::var().
|
friend |
serialize class for saving and loading classifier
Definition at line 30 of file max_var.hpp.