VariableImportance.hpp File Reference

#include "utils/Types.hpp"

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Classes
struct	ppforest2::VariableImportance
	Grouped result of the three variable importance measures. More...

Namespaces
namespace	ppforest2

Functions
types::FeatureVector	ppforest2::variable_importance_permuted (Forest const &forest, types::FeatureMatrix const &x, types::ResponseVector const &y, int seed=0)
	VI1 — Permuted importance.
types::FeatureVector	ppforest2::variable_importance_projections (Forest const &forest, int n_vars, types::FeatureVector const *scale=nullptr)
	VI2 — Projections importance (forest).
types::FeatureVector	ppforest2::variable_importance_projections (Tree const &tree, int n_vars, types::FeatureVector const *scale=nullptr)
	VI2 — Projections importance (single tree).
types::FeatureVector	ppforest2::variable_importance_weighted_projections (Forest const &forest, types::FeatureMatrix const &x, types::ResponseVector const &y, types::FeatureVector const *scale=nullptr)
	VI3 — Weighted projections importance.