pulsatrix
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explanation_score_card.hpp
Go to the documentation of this file.
1
5#pragma once
6
7#include <string>
8
12
13namespace pulsatrix {
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24
33public:
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63 static void Draw(const char* title, const Input& input, ScoreCardScaleContext* shared_scale = nullptr);
64};
65
66} // namespace pulsatrix
First-class explanation result type – values, method, and metadata together.
Aggregates, per prediction, a 2x2 panel: top row is "what was shown, how confident was the mod...
Definition explanation_score_card.hpp:32
static void Draw(const char *title, const Input &input, ScoreCardScaleContext *shared_scale=nullptr)
Production API for an explainer's repeated-run stability audit metric (charter Phase 4).
Production API for LRP's conservation-delta audit metric (charter Phase 4).
Definition acquisition_functions.hpp:16
An explanation result: the raw attribution values, the method that produced them, and any relevant me...
Definition attribution.hpp:23
The result of comparing a relevance-propagation step's input and output totals.
Definition lrp_conservation.hpp:20
Definition explanation_score_card.hpp:34
ConservationResult conservation
LRP conservation delta for this prediction's relevance propagation.
Definition explanation_score_card.hpp:45
std::string input_label
Short caption identifying the input (e.g. "Sample #3").
Definition explanation_score_card.hpp:36
bool has_stability
True iff stability was actually measured (skip for deterministic methods rather than running redundan...
Definition explanation_score_card.hpp:51
StabilityResult stability
Only meaningful when has_stability is true.
Definition explanation_score_card.hpp:54
Attribution attribution
The explanation to visualize (top-k feature-importance bars).
Definition explanation_score_card.hpp:42
float confidence
Model output confidence, expected in [0, 1].
Definition explanation_score_card.hpp:39
Shared axis/color-scale state across several ExplanationScoreCard instances shown together (small mul...
Definition explanation_score_card.hpp:21
float max_abs_attribution
Definition explanation_score_card.hpp:22
The result of measuring an explainer's variance across repeated runs on the same input.
Definition explainer_stability.hpp:17