A half-space constraint derived from an ancestor split. More...

#include <Visualization.hpp>

Public Member Functions
	HalfSpace (types::FeatureVector projector, types::Feature cutpoint, bool is_lower)

Public Attributes
types::Feature	cutpoint

bool	is_lower = false
	true = lower child side (projected value < cutpoint).

types::FeatureVector	projector

Detailed Description

A half-space constraint derived from an ancestor split.

Represents the constraint projector^T x < cutpoint (if is_lower) or projector^T x >= cutpoint (if !is_lower). Stored in the full p-dimensional space; projected to 2D when needed by the visitors.

As BoundaryVisitor and RegionVisitor traverse the tree, they accumulate a stack of HalfSpace constraints — one per ancestor split on the path from root to the current node. These constraints define the convex region in which the current node's boundary is active (BoundaryVisitor) or the leaf's decision region (RegionVisitor).

See also: BoundaryVisitor, RegionVisitor

Constructor & Destructor Documentation

◆ HalfSpace()

ppforest2::viz::HalfSpace::HalfSpace	(	types::FeatureVector	projector,
		types::Feature	cutpoint,
		bool	is_lower )

inline

Member Data Documentation

◆ cutpoint

types::Feature ppforest2::viz::HalfSpace::cutpoint

◆ is_lower

bool ppforest2::viz::HalfSpace::is_lower = false

true = lower child side (projected value < cutpoint).

◆ projector

types::FeatureVector ppforest2::viz::HalfSpace::projector

The documentation for this struct was generated from the following file:

core/src/models/Visualization.hpp

Public Member Functions