Anchors: High-Precision Model-Agnostic Explanations
We introduce a novel model-agnostic system that explains the behavior of complex models with high-precision rules called anchors, representing local, "sufficient" conditions for...
Publications
2 shown"Why Should I Trust You?"
Despite widespread adoption, machine learning models remain mostly black boxes. Understanding the reasons behind predictions is, however, quite important in assessing trust, whi...
Frequent Co-Authors
Researcher Info
- h-index
- 2
- Publications
- 2
- Citations
- 15,243
- Institution
- University of Washington
External Links
Identifiers
- ORCID
- 0000-0002-3301-1297
Impact Metrics
h-index
2
h-index: Number of publications with at least h citations each.