See concept drift on Wiktionary
{ "etymology_text": "Concept refers to the hidden relationship between the inputs and outputs of the model.", "forms": [ { "form": "concept drifts", "tags": [ "plural" ] } ], "head_templates": [ { "args": { "1": "~" }, "expansion": "concept drift (countable and uncountable, plural concept drifts)", "name": "en-noun" } ], "lang": "English", "lang_code": "en", "pos": "noun", "senses": [ { "categories": [ { "kind": "other", "name": "English entries with incorrect language header", "parents": [ "Entries with incorrect language header", "Entry maintenance" ], "source": "w" }, { "kind": "other", "name": "Pages with 1 entry", "parents": [], "source": "w" }, { "kind": "other", "name": "Pages with entries", "parents": [], "source": "w" }, { "kind": "topical", "langcode": "en", "name": "Machine learning", "orig": "en:Machine learning", "parents": [ "Artificial intelligence", "Computer science", "Cybernetics", "Computing", "Sciences", "Applied mathematics", "Systems theory", "Technology", "All topics", "Mathematics", "Systems", "Fundamental", "Formal sciences", "Interdisciplinary fields", "Society" ], "source": "w" }, { "kind": "topical", "langcode": "en", "name": "Statistics", "orig": "en:Statistics", "parents": [ "Formal sciences", "Mathematics", "Sciences", "All topics", "Fundamental" ], "source": "w" } ], "examples": [ { "ref": "2010, Mounia Lalmas et al., editors, Research and Advanced Technology for Digital Libraries […] , Springer, →ISBN, page 544:", "text": "Regarding collection usage, frecency metrics are employed, combining frequency and recency, to effectively capture concept drift and temporal trends.", "type": "quote" }, { "ref": "2020, Zhiwen Yu et al., editors, Green, Pervasive, and Cloud Computing […] , Springer Nature, →ISBN, page 115:", "text": "Concept drift is an important issue to be considered in data stream mining. In a real environment, the data distribution is constantly changing, and the model needs to be continuously updated to adapt to the new environment.", "type": "quote" } ], "glosses": [ "The tendency of a statistical model to become less and less accurate over time in real-world conditions." ], "id": "en-concept_drift-en-noun-RLusRPz5", "links": [ [ "statistics", "statistics" ], [ "machine learning", "machine learning" ], [ "model", "model" ], [ "accurate", "accurate" ] ], "qualifier": "machine learning", "raw_glosses": [ "(statistics, machine learning) The tendency of a statistical model to become less and less accurate over time in real-world conditions." ], "tags": [ "countable", "uncountable" ], "topics": [ "mathematics", "sciences", "statistics" ], "wikipedia": [ "concept drift" ] } ], "word": "concept drift" }
{ "etymology_text": "Concept refers to the hidden relationship between the inputs and outputs of the model.", "forms": [ { "form": "concept drifts", "tags": [ "plural" ] } ], "head_templates": [ { "args": { "1": "~" }, "expansion": "concept drift (countable and uncountable, plural concept drifts)", "name": "en-noun" } ], "lang": "English", "lang_code": "en", "pos": "noun", "senses": [ { "categories": [ "English countable nouns", "English entries with incorrect language header", "English lemmas", "English multiword terms", "English nouns", "English terms with quotations", "English uncountable nouns", "Pages with 1 entry", "Pages with entries", "en:Machine learning", "en:Statistics" ], "examples": [ { "ref": "2010, Mounia Lalmas et al., editors, Research and Advanced Technology for Digital Libraries […] , Springer, →ISBN, page 544:", "text": "Regarding collection usage, frecency metrics are employed, combining frequency and recency, to effectively capture concept drift and temporal trends.", "type": "quote" }, { "ref": "2020, Zhiwen Yu et al., editors, Green, Pervasive, and Cloud Computing […] , Springer Nature, →ISBN, page 115:", "text": "Concept drift is an important issue to be considered in data stream mining. In a real environment, the data distribution is constantly changing, and the model needs to be continuously updated to adapt to the new environment.", "type": "quote" } ], "glosses": [ "The tendency of a statistical model to become less and less accurate over time in real-world conditions." ], "links": [ [ "statistics", "statistics" ], [ "machine learning", "machine learning" ], [ "model", "model" ], [ "accurate", "accurate" ] ], "qualifier": "machine learning", "raw_glosses": [ "(statistics, machine learning) The tendency of a statistical model to become less and less accurate over time in real-world conditions." ], "tags": [ "countable", "uncountable" ], "topics": [ "mathematics", "sciences", "statistics" ], "wikipedia": [ "concept drift" ] } ], "word": "concept drift" }
Download raw JSONL data for concept drift meaning in All languages combined (1.9kB)
This page is a part of the kaikki.org machine-readable All languages combined dictionary. This dictionary is based on structured data extracted on 2024-11-28 from the enwiktionary dump dated 2024-11-21 using wiktextract (65a6e81 and 0dbea76). The data shown on this site has been post-processed and various details (e.g., extra categories) removed, some information disambiguated, and additional data merged from other sources. See the raw data download page for the unprocessed wiktextract data.
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