Public Member Functions | |
CClassifier () | |
virtual | ~CClassifier () |
virtual bool | train () |
virtual CLabels * | classify (CLabels *output=NULL) |
virtual float64_t | classify_example (int32_t num) |
virtual bool | load (FILE *srcfile) |
virtual bool | save (FILE *dstfile) |
virtual void | set_labels (CLabels *lab) |
virtual CLabels * | get_labels () |
virtual float64_t | get_label (int32_t i) |
void | set_max_train_time (float64_t t) |
float64_t | get_max_train_time () |
virtual EClassifierType | get_classifier_type () |
Protected Attributes | |
float64_t | max_train_time |
CLabels * | labels |
Definition at line 55 of file Classifier.h.
CClassifier::CClassifier | ( | ) |
constructor
Definition at line 13 of file Classifier.cpp.
CClassifier::~CClassifier | ( | ) | [virtual] |
Definition at line 17 of file Classifier.cpp.
classify object
output | classified labels |
Reimplemented in CKNN, CLinearClassifier, CPluginEstimate, CSparseLinearClassifier, CMultiClassSVM, CSVM, CWDSVMOcas, CKernelMachine, and CKRR.
Definition at line 22 of file Classifier.cpp.
virtual float64_t CClassifier::classify_example | ( | int32_t | num | ) | [virtual] |
classify one example
abstract base method
num | which example to classify |
Reimplemented in CKernelPerceptron, CKNN, CLinearClassifier, CPluginEstimate, CSparseLinearClassifier, CMultiClassSVM, CSVM, CWDSVMOcas, and CKRR.
Definition at line 82 of file Classifier.h.
virtual EClassifierType CClassifier::get_classifier_type | ( | ) | [virtual] |
get classifier type
Reimplemented in CKernelPerceptron, CKNN, CLDA, CPerceptron, CGMNPSVM, CGNPPSVM, CGPBTSVM, CLibLinear, CLibSVM, CLibSVMMultiClass, CLibSVMOneClass, CMPDSVM, CSubGradientSVM, CSVMLin, CSVMOcas, CSVMSGD, CWDSVMOcas, CHierarchical, CKMeans, CKRR, and CLibSVR.
Definition at line 142 of file Classifier.h.
virtual float64_t CClassifier::get_label | ( | int32_t | i | ) | [virtual] |
get one specific label
i | index of label to get |
Definition at line 124 of file Classifier.h.
virtual CLabels* CClassifier::get_labels | ( | ) | [virtual] |
float64_t CClassifier::get_max_train_time | ( | ) |
get maximum training time
Definition at line 136 of file Classifier.h.
virtual bool CClassifier::load | ( | FILE * | srcfile | ) | [virtual] |
load Classifier from file
abstract base method
srcfile | file to load from |
Reimplemented in CKernelPerceptron, CKNN, CLinearClassifier, CMultiClassSVM, CSVM, CHierarchical, CKMeans, and CKRR.
Definition at line 91 of file Classifier.h.
virtual bool CClassifier::save | ( | FILE * | dstfile | ) | [virtual] |
save Classifier to file
abstract base method
dstfile | file to save to |
Reimplemented in CKernelPerceptron, CKNN, CLinearClassifier, CMultiClassSVM, CSVM, CHierarchical, CKMeans, and CKRR.
Definition at line 100 of file Classifier.h.
virtual void CClassifier::set_labels | ( | CLabels * | lab | ) | [virtual] |
void CClassifier::set_max_train_time | ( | float64_t | t | ) |
set maximum training time
t | maximimum training time |
Definition at line 130 of file Classifier.h.
virtual bool CClassifier::train | ( | ) | [virtual] |
train classifier
Reimplemented in CKernelPerceptron, CKNN, CLDA, CPerceptron, CPluginEstimate, CGMNPSVM, CGNPPSVM, CGPBTSVM, CLibLinear, CLibSVM, CLibSVMMultiClass, CLibSVMOneClass, CMPDSVM, CSubGradientSVM, CSVMLin, CSVMOcas, CSVMSGD, CWDSVMOcas, CHierarchical, CKMeans, CKRR, and CLibSVR.
Definition at line 66 of file Classifier.h.
CLabels* CClassifier::labels [protected] |
labels
Definition at line 149 of file Classifier.h.
float64_t CClassifier::max_train_time [protected] |
maximum training time
Definition at line 146 of file Classifier.h.