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Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing.
Jinwen He
Kai Chen
Guozhu Meng
Jiangshan Zhang
Congyi Li
Published in:
CoRR (2023)
Keyphrases
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computational cost
qualitative and quantitative
machine learning methods
data structure
preprocessing
empirical studies
benchmark datasets
databases
artificial intelligence
image processing
expert systems
software engineering
cross validation
classification method
statistical tests