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Assessing fidelity in XAI post-hoc techniques: A comparative study with ground truth explanations datasets.
Miquel Miró-Nicolau
Antoni Jaume-i-Capó
Gabriel Moyà-Alcover
Published in:
Artif. Intell. (2024)
Keyphrases
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post hoc
ground truth
ground truth data
database
uci machine learning repository
quantitative evaluation
data sets
manually labeled
training dataset
high quality
human subjects
gold standard
test images
data mining algorithms
natural images
social networks
experimental results on real world
genetic algorithm