{
  "altLabels": [
    "Precision-Oriented Metric",
    "Precision-Based Metric"
  ],
  "definition": "A family of retrieval or ranking evaluation metrics that emphasize the proportion of retrieved or ranked results that are relevant.",
  "derivedRelations": [
    {
      "target": "average-precision",
      "type": "narrower"
    },
    {
      "target": "mean-average-precision",
      "type": "narrower"
    },
    {
      "target": "precision-at-k",
      "type": "narrower"
    }
  ],
  "distinctions": [
    {
      "reason": "Precision metrics emphasize the fraction of returned results that are relevant; recall metrics emphasize how much of the relevant set was retrieved.",
      "statement": "Precision Metric is not Recall Metric.",
      "target": "recall-metric",
      "targetLabel": "Recall Metric",
      "targetUri": "https://id.searchplex.net/recall-metric/"
    }
  ],
  "id": "precision-metric",
  "kind": "Metric",
  "license": "https://creativecommons.org/publicdomain/zero/1.0/",
  "links": [
    {
      "label": "Evaluation of ranked retrieval results",
      "type": "canonicalSurvey",
      "url": "https://nlp.stanford.edu/IR-book/html/htmledition/evaluation-of-ranked-retrieval-results-1.html"
    }
  ],
  "modifiedAt": "2026-09-14T06:43:46Z",
  "prefLabel": "Precision Metric",
  "publisher": {
    "name": "Searchplex",
    "url": "https://searchplex.net/"
  },
  "relations": [
    {
      "note": "Precision metrics emphasize the fraction of returned results that are relevant; recall metrics emphasize how much of the relevant set was retrieved.",
      "target": "recall-metric",
      "type": "notEquivalentTo"
    },
    {
      "target": "cutoff-metric",
      "type": "related"
    },
    {
      "target": "ranking",
      "type": "related"
    },
    {
      "target": "recall-metric",
      "type": "related"
    }
  ],
  "representations": {
    "html": "https://id.searchplex.net/precision-metric/",
    "json": "https://id.searchplex.net/precision-metric.json",
    "jsonld": "https://id.searchplex.net/precision-metric.jsonld"
  },
  "scheme": "https://id.searchplex.net/scheme/",
  "scopeNote": "Precision-oriented metrics focus on result quality among returned items, often at a cutoff or across relevant ranks. They are distinct from recall-oriented metrics, which emphasize coverage of the relevant set.",
  "status": "published",
  "uri": "https://id.searchplex.net/precision-metric/"
}