GBModel.h File Reference

#include "CNum/Utils/Utils.h"
#include "CNum/Data/Data.h"
#include "CNum/Model/Model.h"
#include "CNum/Model/Tree/TreeDefs.h"
#include "json.hpp"
#include <variant>
#include "GBModel.tpp"

Go to the source code of this file.

Classes
class	CNum::Model::Tree::GBModel< TreeType >
	A gradient-boosting model for any child of the TreeBooster class. More...

Namespaces
namespace	CNum
	The umbrella namespace from which you can access all modules of CNum.
namespace	CNum::Model
	The namespace containing the ML models in CNum.
namespace	CNum::Model::Tree
	Tree-based models.

Typedefs
using	CNum::Model::Tree::json = ::nlohmann::json
using	CNum::Model::Tree::SubsampleFunction = ::std::function< void(size_t *, size_t, size_t, size_t, ::CNum::DataStructs::Matrix<double>) >

Enumerations
enum	CNum::Model::Tree::SplitAlg { CNum::Model::Tree::GREEDY , CNum::Model::Tree::HIST }
	The algorithm used for tree finding splits in tree building. More...

Variables
SubsampleFunction	CNum::Model::Tree::default_subsample