Output details
11 - Computer Science and Informatics
Royal Holloway, University of London
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Article title
Conditional validity of inductive conformal predictors
Type
D - Journal article
Title of journal
Machine Learning
Article number
-
Volume number
92
Issue number
2-3
First page of article
349
ISSN of journal
0885-6125
Year of publication
2013
Number of additional authors
0
Additional information
<24>This paper is the first to explore conditional validity of conformal predictors, which is important in practical machine learning. Previous work only discussed unconditional validity, which is achieved automatically for conformal predictors. An initial version of some of the material in this paper was presented at AMCL 2012, and was selected by the Programme Committee for inclusion in the Special Issue of Machine Learning with the citation: "one of the best papers of ACML 2012" for its "excellent research". The extended journal version underwent another round of peer review.
Interdisciplinary
-
Cross-referral requested
-
Research group
B - Computer Learning Research Centre
Citation count
0
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-