A Test Suite for Saliency Method Evaluation Metrics
This thesis introduces a structured test suite designed to evaluate the input sensitivity of saliency methods, a crucial factor when interpreting machine learning models, particularly in high-stakes environments. Saliency methods, by highlighting essential input features inf luencing model decisions...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/156781 |