Same-decision probability: A confidence measure for threshold-based decisions

  title={Same-decision probability: A confidence measure for threshold-based decisions},
  author={Arthur Choi and Yexiang Xue and Adnan Darwiche},
  journal={Int. J. Approx. Reasoning},
We consider in this paper the robustness of decisions based on probabilistic thresholds. To this effect, we propose the same-decision probability as a query that can be used as a confidence measure for threshold-based decisions. More specifically, the same-decision probability is the probability that we would have made the same threshold-based decision, had we known the state of some hidden variables pertaining to our decision. We study a number of properties about the same-decision probability… CONTINUE READING
Highly Cited
This paper has 38 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications referenced by this paper.
Showing 1-10 of 31 references

The complexity of combinatorial problems with succinct input representation

  • K. W. Wagner
  • Acta Informatica
  • 1986
Highly Influential
17 Excerpts

Sensitivity Analysis of Probabilistic Graphical Models: Theoretical Results and Their Applications on Bayesian Network Modeling and Inference

  • H. Chan
  • VDM Verlag
  • 2009
1 Excerpt

Similar Papers

Loading similar papers…