xgboost
xgboost::GradientBooster Member List

This is the complete list of members for xgboost::GradientBooster, including all inherited members.

AllowLazyCheckPoint() constxgboost::GradientBoosterinlinevirtual
BoostedRounds() const =0xgboost::GradientBoosterpure virtual
Configure(const std::vector< std::pair< std::string, std::string > > &cfg)=0xgboost::GradientBoosterpure virtual
Create(const std::string &name, GenericParameter const *generic_param, LearnerModelParam const *learner_model_param)xgboost::GradientBoosterstatic
ctx_xgboost::GradientBoosterprotected
DoBoost(DMatrix *p_fmat, HostDeviceVector< GradientPair > *in_gpair, PredictionCacheEntry *)=0xgboost::GradientBoosterpure virtual
DumpModel(const FeatureMap &fmap, bool with_stats, std::string format) const =0xgboost::GradientBoosterpure virtual
FeatureScore(std::string const &importance_type, common::Span< int32_t const > trees, std::vector< bst_feature_t > *features, std::vector< float > *scores) const =0xgboost::GradientBoosterpure virtual
GradientBooster(GenericParameter const *ctx)xgboost::GradientBoosterinlineexplicitprotected
InplacePredict(dmlc::any const &, std::shared_ptr< DMatrix >, float, PredictionCacheEntry *, uint32_t, uint32_t) constxgboost::GradientBoosterinlinevirtual
Load(dmlc::Stream *fi)=0xgboost::GradientBoosterpure virtual
LoadConfig(Json const &in)=0xgboost::Configurablepure virtual
LoadModel(Json const &in)=0xgboost::Modelpure virtual
PredictBatch(DMatrix *dmat, PredictionCacheEntry *out_preds, bool training, unsigned layer_begin, unsigned layer_end)=0xgboost::GradientBoosterpure virtual
PredictContribution(DMatrix *dmat, HostDeviceVector< bst_float > *out_contribs, unsigned layer_begin, unsigned layer_end, bool approximate=false, int condition=0, unsigned condition_feature=0)=0xgboost::GradientBoosterpure virtual
PredictInstance(const SparsePage::Inst &inst, std::vector< bst_float > *out_preds, unsigned layer_begin, unsigned layer_end)=0xgboost::GradientBoosterpure virtual
PredictInteractionContributions(DMatrix *dmat, HostDeviceVector< bst_float > *out_contribs, unsigned layer_begin, unsigned layer_end, bool approximate)=0xgboost::GradientBoosterpure virtual
PredictLeaf(DMatrix *dmat, HostDeviceVector< bst_float > *out_preds, unsigned layer_begin, unsigned layer_end)=0xgboost::GradientBoosterpure virtual
Save(dmlc::Stream *fo) const =0xgboost::GradientBoosterpure virtual
SaveConfig(Json *out) const =0xgboost::Configurablepure virtual
SaveModel(Json *out) const =0xgboost::Modelpure virtual
Slice(int32_t layer_begin, int32_t layer_end, int32_t step, GradientBooster *out, bool *out_of_bound) constxgboost::GradientBoosterinlinevirtual
UseGPU() const =0xgboost::GradientBoosterpure virtual
~Configurable()=defaultxgboost::Configurablevirtual
~GradientBooster() override=defaultxgboost::GradientBooster
~Model()=defaultxgboost::Modelvirtual