US-LIME: Increasing fidelity in LIME using uncertainty sampling on tabular data
Hamid Saadatfar, Zeinab Kiani-Zadegan, Benyamin Ghahremani-Nezhad
Topics & Concepts
LimeSampling (signal processing)FidelityComputer scienceArtificial intelligenceMaterials scienceComputer visionMetallurgyTelecommunicationsFilter (signal processing)Machine Learning and AlgorithmsMachine Learning and Data ClassificationAnomaly Detection Techniques and Applications