pulsatrix::ExplanationScoreCard::Input Struct Reference

#include <explanation_score_card.hpp>

Collaboration diagram for pulsatrix::ExplanationScoreCard::Input:

Public Attributes
std::string	input_label
	Short caption identifying the input (e.g. "Sample #3").
float	confidence
	Model output confidence, expected in [0, 1].
Attribution	attribution
	The explanation to visualize (top-k feature-importance bars).
ConservationResult	conservation
	LRP conservation delta for this prediction's relevance propagation.
bool	has_stability = false
	True iff stability was actually measured (skip for deterministic methods rather than running redundant repeats – see ComputeAttributionStability's doc comment on known-deterministic explainers). When false, the card shows "0.0 (deterministic)".
StabilityResult	stability
	Only meaningful when has_stability is true.

Member Data Documentation

attribution

Attribution pulsatrix::ExplanationScoreCard::Input::attribution

The explanation to visualize (top-k feature-importance bars).

confidence

float pulsatrix::ExplanationScoreCard::Input::confidence

Model output confidence, expected in [0, 1].

conservation

ConservationResult pulsatrix::ExplanationScoreCard::Input::conservation

LRP conservation delta for this prediction's relevance propagation.

has_stability

bool pulsatrix::ExplanationScoreCard::Input::has_stability = false

True iff stability was actually measured (skip for deterministic methods rather than running redundant repeats – see ComputeAttributionStability's doc comment on known-deterministic explainers). When false, the card shows "0.0 (deterministic)".

input_label

std::string pulsatrix::ExplanationScoreCard::Input::input_label

Short caption identifying the input (e.g. "Sample #3").

stability

StabilityResult pulsatrix::ExplanationScoreCard::Input::stability

Only meaningful when has_stability is true.

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

• include/pulsatrix/viz/explanation_score_card.hpp