xgboost/booster/xgboost-inl.hpp

34 lines
998 B
C++

#ifndef XGBOOST_INL_HPP
#define XGBOOST_INL_HPP
/*!
* \file xgboost-inl.hpp
* \brief bootser implementations
* \author Tianqi Chen: tianqi.tchen@gmail.com
*/
// implementation of boosters go to here
#include "xgboost.h"
#include "../utils/xgboost_utils.h"
#include "tree/xgboost_tree.hpp"
#include "linear/xgboost_linear.hpp"
namespace xgboost{
namespace booster{
/*!
* \brief create a gradient booster, given type of booster
* \param booster_type type of gradient booster, can be used to specify implements
* \tparam FMatrix input data type for booster
* \return the pointer to the gradient booster created
*/
template<typename FMatrix>
inline InterfaceBooster<FMatrix> *CreateBooster( int booster_type ){
switch( booster_type ){
case 0: return new RegTreeTrainer<FMatrix>();
case 1: return new LinearBooster<FMatrix>();
default: utils::Error("unknown booster_type"); return NULL;
}
}
};
};
#endif // XGBOOST_INL_HPP