An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study.
James HinnsXiuyi FanSiyuan LiuVeera Raghava Reddy KovvuriMehmet Orcun YalcinMarkus RoggenbachPublished in: PRICAI (1) (2021)
Keyphrases
- machine learning
- case study
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- computational cost
- artificial intelligence
- machine learning systems
- text mining
- theoretical analysis
- knowledge representation
- computational complexity
- decision trees
- social networks
- data mining
- neural network
- computational intelligence
- feature set
- optimization problems
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- computationally efficient
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- times faster
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