#include <WeightedPattern.h>
Inherits Pattern< Descriptor >.
Public Member Functions | |
| WeightedPattern (const Pattern< Descriptor > &src) | |
| WeightedPattern (const Descriptor &des, int cat) | |
| float | GetWeightedCategory () const |
| bool | correct () const |
 Public Member Functions inherited from Pattern< Descriptor > | |
| Pattern (const Descriptor &d, int cat) | |
Public Attributes | |
| double | d |
| Current weight associated to this pattern. | |
| int | test |
| Result on the last evaluate (-1,0,1) of Weak Classifier (binary problem) | |
| Public Attributes inherited from Pattern< Descriptor > | |
| int | category |
| Pattern category (0..k-1 for multiclass problem, or -1|+1 for binary problem) | |
| float | weight |
| weight associated to this pattern | |
Additional Inherited Members | |
| Public Types inherited from Pattern< Descriptor > | |
| typedef Descriptor | DataType |
| Data Type. | |
Detailed Description
template<class Descriptor>
struct WeightedPattern< Descriptor >
Extend Pattern with a weight. All information related to input pattern used for AdaBoost training. contains both static information and dynamic information. Extend a pattern with data required by AdaBoost or similiar algorithm
- See also
- Pattern
Member Function Documentation
template<class Descriptor >
|
inline |
test if last weak classifier, classifies correctly this pattern
- Note
- abstension not works
template<class Descriptor >
|
inline |
return weighted category (overriding unweighted one) [Binary Problem] [AdaBoost]
The documentation for this struct was generated from the following file:
- include/Pattern/WeightedPattern.h
