xgboost
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This is the complete list of members for xgboost::RegTree, including all inherited members.
CalculateContributions(const RegTree::FVec &feat, std::vector< float > *mean_values, bst_float *out_contribs, int condition=0, unsigned condition_feature=0) const | xgboost::RegTree | |
CalculateContributionsApprox(const RegTree::FVec &feat, std::vector< float > *mean_values, bst_float *out_contribs) const | xgboost::RegTree | |
ChangeToLeaf(int rid, bst_float value) | xgboost::RegTree | inline |
CollapseToLeaf(int rid, bst_float value) | xgboost::RegTree | inline |
DumpModel(const FeatureMap &fmap, bool with_stats, std::string format) const | xgboost::RegTree | |
Equal(const RegTree &b) const | xgboost::RegTree | |
ExpandCategorical(bst_node_t nid, unsigned split_index, common::Span< uint32_t > split_cat, bool default_left, bst_float base_weight, bst_float left_leaf_weight, bst_float right_leaf_weight, bst_float loss_change, float sum_hess, float left_sum, float right_sum) | xgboost::RegTree | |
ExpandNode(bst_node_t nid, unsigned split_index, bst_float split_value, bool default_left, bst_float base_weight, bst_float left_leaf_weight, bst_float right_leaf_weight, bst_float loss_change, float sum_hess, float left_sum, float right_sum, bst_node_t leaf_right_child=kInvalidNodeId) | xgboost::RegTree | |
GetCategoriesMatrix() const | xgboost::RegTree | inline |
GetDepth(int nid) const | xgboost::RegTree | inline |
GetNodes() const | xgboost::RegTree | inline |
GetNumLeaves() const | xgboost::RegTree | |
GetNumSplitNodes() const | xgboost::RegTree | |
GetSplitCategories() const | xgboost::RegTree | inline |
GetSplitCategoriesPtr() const | xgboost::RegTree | inline |
GetSplitTypes() const | xgboost::RegTree | inline |
GetStats() const | xgboost::RegTree | inline |
HasCategoricalSplit() const | xgboost::RegTree | inline |
kDeletedNodeMarker | xgboost::RegTree | static |
kInvalidNodeId | xgboost::RegTree | static |
kRoot | xgboost::RegTree | static |
Load(dmlc::Stream *fi) | xgboost::RegTree | |
LoadModel(Json const &in) override | xgboost::RegTree | virtual |
MaxDepth(int nid) const | xgboost::RegTree | inline |
MaxDepth() | xgboost::RegTree | inline |
NodeSplitType(bst_node_t nidx) const | xgboost::RegTree | inline |
NumExtraNodes() const | xgboost::RegTree | inline |
operator==(const RegTree &b) const | xgboost::RegTree | inline |
operator[](int nid) | xgboost::RegTree | inline |
operator[](int nid) const | xgboost::RegTree | inline |
param | xgboost::RegTree | |
RegTree() | xgboost::RegTree | inline |
Save(dmlc::Stream *fo) const | xgboost::RegTree | |
SaveModel(Json *out) const override | xgboost::RegTree | virtual |
SplitCondT typedef | xgboost::RegTree | |
Stat(int nid) | xgboost::RegTree | inline |
Stat(int nid) const | xgboost::RegTree | inline |
TreeShap(const RegTree::FVec &feat, bst_float *phi, bst_node_t node_index, unsigned unique_depth, PathElement *parent_unique_path, bst_float parent_zero_fraction, bst_float parent_one_fraction, int parent_feature_index, int condition, unsigned condition_feature, bst_float condition_fraction) const | xgboost::RegTree | |
WalkTree(Func func) const | xgboost::RegTree | inline |
~Model()=default | xgboost::Model | virtual |