MultiClassifier< T > Class Template Reference

#include <adaboost.hpp>

Inheritance diagram for MultiClassifier< T >:

List of all members.

Public Member Functions
	MultiClassifier (vector< float > w, vector< Classifier< T > * > c)
std::string	get_name () const
int	recognize (T &obj)
Public Attributes
float	score
Private Attributes
vector< float >	weights
vector< Classifier< T > * >	clsfrs

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Detailed Description

template<class T>
class MultiClassifier< T >

Definition at line 103 of file adaboost.hpp.

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Constructor & Destructor Documentation

template<class T >

MultiClassifier< T >::MultiClassifier	(	vector< float >	w,
		vector< Classifier< T > * >	c
	)		[inline]

Definition at line 110 of file adaboost.hpp.

        {       
                this->weights = w;
                this->clsfrs = c;
        }

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Member Function Documentation

template<class T >

std::string MultiClassifier< T >::get_name

(

)

const [inline, virtual]

Implements Classifier< T >.

Definition at line 115 of file adaboost.hpp.

{ return "MultiClassifier"; }

template<class T >

int MultiClassifier< T >::recognize

(

T &

obj

)

[inline, virtual]

Implements Classifier< T >.

Definition at line 116 of file adaboost.hpp.

        {
                float res=0;
                for (unsigned int i=0;i<weights.size();i++)
                  if(weights[i]> 0) res+=weights[i]*clsfrs[i]->recognize(obj);
                score=res;
                if (res>=0) 
                        return 1;
                else
                        return -1;
        }

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Member Data Documentation

template<class T >

vector<Classifier<T>*> MultiClassifier< T >::clsfrs [private]

Definition at line 107 of file adaboost.hpp.

template<class T >

float MultiClassifier< T >::score

Definition at line 109 of file adaboost.hpp.

template<class T >

vector<float> MultiClassifier< T >::weights [private]

Definition at line 106 of file adaboost.hpp.

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The documentation for this class was generated from the following file:

• adaboost.hpp