LEMGA: bagging.h Source File

00001 // -*- C++ -*-
00002 #ifndef __LEMGA_AGGREGATING_BAGGING_H__
00003 #define __LEMGA_AGGREGATING_BAGGING_H__
00004 
00011 #include "aggregating.h"
00012 
00013 namespace lemga {
00014 
00020 class Bagging : public Aggregating {
00021 public:
00022     Bagging () : Aggregating() {}
00023     Bagging (const Aggregating& s) : Aggregating(s) {}
00024     explicit Bagging (std::istream& is) { is >> *this; }
00025 
00026     virtual const id_t& id () const;
00027     virtual Bagging* create () const { return new Bagging(); }
00028     virtual Bagging* clone () const { return new Bagging(*this); }
00029 
00030     virtual bool support_weighted_data () const { return true; }
00031     virtual void train ();
00032     virtual Output operator() (const Input&) const;
00033     virtual REAL margin_norm () const;
00034     virtual REAL margin_of (const Input&, const Output&) const;
00035 };
00036 
00037 } // namespace lemga
00038 
00039 #ifdef  __BAGGING_H__
00040 #warning "This header file may conflict with another `bagging.h' file."
00041 #endif
00042 #define __BAGGING_H__
00043 #endif