{
  "id": "1603.04416",
  "version": "v1",
  "published": "2016-03-14T19:49:07.000Z",
  "updated": "2016-03-14T19:49:07.000Z",
  "title": "Criteria of efficiency for conformal prediction",
  "authors": [
    "Vladimir Vovk",
    "Valentina Fedorova",
    "Ilia Nouretdinov",
    "Alex Gammerman"
  ],
  "comment": "16 pages",
  "categories": [
    "cs.LG"
  ],
  "abstract": "We study optimal conformity measures for various criteria of efficiency in an idealized setting. This leads to an important class of criteria of efficiency that we call probabilistic; it turns out that the most standard criteria of efficiency used in literature on conformal prediction are not probabilistic.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2016-03-14T19:49:07.000Z"
    }
  ],
  "analyses": {
    "subjects": [
      "68T05",
      "I.2.6"
    ],
    "keywords": [
      "conformal prediction",
      "efficiency",
      "study optimal conformity measures",
      "important class",
      "probabilistic"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 16,
      "language": "en",
      "license": "arXiv",
      "status": "editable",
      "adsabs": "2016arXiv160304416V"
    }
  }
}