SHOGUN
v1.1.0
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Public Member Functions | |
CMPDSVM () | |
CMPDSVM (float64_t C, CKernel *k, CLabels *lab) | |
virtual | ~CMPDSVM () |
virtual EClassifierType | get_classifier_type () |
virtual const char * | get_name () const |
Protected Member Functions | |
virtual bool | train_machine (CFeatures *data=NULL) |
float64_t | compute_H (int32_t i, int32_t j) |
KERNELCACHE_ELEM * | lock_kernel_row (int32_t i) |
void | unlock_kernel_row (int32_t i) |
Protected Attributes | |
CCache< KERNELCACHE_ELEM > * | kernel_cache |
CMPDSVM | ( | ) |
default constructor
Definition at line 18 of file MPDSVM.cpp.
~CMPDSVM | ( | ) | [virtual] |
Definition at line 28 of file MPDSVM.cpp.
virtual EClassifierType get_classifier_type | ( | ) | [virtual] |
virtual const char* get_name | ( | ) | const [virtual] |
KERNELCACHE_ELEM* lock_kernel_row | ( | int32_t | i | ) | [protected] |
bool train_machine | ( | CFeatures * | data = NULL | ) | [protected, virtual] |
train SVM classifier
data | training data (parameter can be avoided if distance or kernel-based classifiers are used and distance/kernels are initialized with train data) |
Reimplemented from CMachine.
Definition at line 32 of file MPDSVM.cpp.
void unlock_kernel_row | ( | int32_t | i | ) | [protected] |
CCache<KERNELCACHE_ELEM>* kernel_cache [protected] |