Beyond Performance Metrics: Uncertainty Mapping of Label Ambiguity in Fazekas Score Prediction

arXiv:2609.17753 · cs.CV · Submitted 2026-09-15 · Read on arXiv

cs.CV

Submitted: 2026-09-15

Updated: 2026-09-15

Terminology

Epistemic Uncertainty — 25× in this paper · explained in 10 episodes
Loss Function — 17× in this paper · explained in 2 episodes
Robustness — 7× in this paper · explained in 5 episodes
Accuracy — 5× in this paper · explained in 1 episode
Interpretability — 4× in this paper · explained in 15 episodes
Aleatoric Uncertainty — 2× in this paper · explained in 5 episodes
Generalizability — 2× in this paper · explained in 6 episodes
AUC — 1× in this paper · explained in 2 episodes
AUROC — 1× in this paper · explained in 2 episodes
Annotation Errors — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
F1 Score — 1× in this paper · explained in 3 episodes
General Electric — 1× in this paper
Generalization — 1× in this paper · explained in 13 episodes
Layer-wise Relevance Propagation (LRP) — 1× in this paper · explained in 2 episodes
Layerwise-Relevance Propagation — 1× in this paper
Monte Carlo dropout — 1× in this paper · explained in 2 episodes
Perplexity — 1× in this paper · explained in 3 episodes
Regularization — 1× in this paper · explained in 3 episodes
T Magnetic Resonance — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes