In this paper we discuss a possible approach to confident prediction from data containing missing values presented in a probabilistic form. To achieve this we revise and generalize the notion of credibility known in the theory of conformal prediction.


Probabilistic Form Prediction Region Standard Credibility Probabilistic Input Incomplete Sequence 
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Copyright information

© IFIP International Federation for Information Processing 2014

Authors and Affiliations

  • Ilia Nouretdinov
    • 1
  1. 1.Computer Learning Research CentreRoyal Holloway University of LondonUK

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