gblinear.cc File Reference

Copyright 2014-2023, XGBoost Contributors. More...

#include <dmlc/omp.h>
#include <dmlc/parameter.h>
#include <vector>
#include <string>
#include <sstream>
#include <algorithm>
#include <numeric>
#include "xgboost/gbm.h"
#include "xgboost/json.h"
#include "xgboost/predictor.h"
#include "xgboost/linear_updater.h"
#include "xgboost/logging.h"
#include "xgboost/learner.h"
#include "xgboost/linalg.h"
#include "gblinear_model.h"
#include "../common/timer.h"
#include "../common/common.h"
#include "../common/threading_utils.h"
#include "../common/error_msg.h"

Data Structures
struct	xgboost::gbm::GBLinearTrainParam
class	xgboost::gbm::GBLinear
	gradient boosted linear model More...

Namespaces
namespace	xgboost
	namespace of xgboost
namespace	xgboost::gbm
	Copyright 2019-2023, XGBoost Contributors.

Functions
	xgboost::gbm::DMLC_REGISTRY_FILE_TAG (gblinear)
void	xgboost::gbm::LinearCheckLayer (unsigned layer_begin)
	xgboost::gbm::DMLC_REGISTER_PARAMETER (GBLinearTrainParam)
	xgboost::gbm::describe ("Linear booster, implement generalized linear model.") .set_body([](LearnerModelParam const *booster_config

Variables
Context const *	xgboost::gbm::ctx

Detailed Description

Copyright 2014-2023, XGBoost Contributors.

Implementation of Linear booster, with L1/L2 regularization: Elastic Net the update rule is parallel coordinate descent (shotgun)

Author

Tianqi Chen