English Lexicon

Unsupervised Learning

/ˌʌn.sʊ.pərˈvaɪzd ˈlɜrnɪŋ/
nounCEFR B2 (Upper)Top #1500 frequency
Full Thesaurus

Comprehensive Definitions & Senses

2 senses
As noun
  1. 1

    A type of machine learning where the algorithm is trained on data without labeled responses.

    "Unsupervised learning is often used for clustering data into groups."
  2. 2

    A method in data analysis that identifies patterns without prior training on labeled data.

    "In unsupervised learning, the model discovers hidden structures in the input data."

Thesaurus & Semantic Spectrum

Linguistic Origin & Historical Etymology

The term 'unsupervised' derives from the prefix 'un-' meaning 'not' and 'supervised' from Latin 'supervisus', meaning 'to oversee'. 'Learning' comes from Old English 'leornian', meaning 'to gain knowledge'. The phrase has evolved in the context of machine learning since the late 20th century.

Quick Vocabulary Retention Check

Which of the following is the closest synonym for "Unsupervised Learning"?

10 Global Lexicons: How "Unsupervised Learning" is said worldwide

Click any language below to open its dedicated Language to English dictionary page with native script & transliteration

🇫🇷French → English

Apprentissage non supervisé

Transliteration: Apprentissage non supervisé

"L'apprentissage non supervisé est utilisé pour regrouper des données."

🇩🇪German → English

Unüberwachtes Lernen

Transliteration: Unüberwachtes Lernen

"Unüberwachtes Lernen wird häufig zur Clusteranalyse verwendet."

🇮🇹Italian → English

Apprendimento non supervisionato

Transliteration: Apprendimento non supervisionato

"L'apprendimento non supervisionato è utile per identificare modelli nei dati."

🇪🇸Spanish → English

Aprendizaje no supervisado

Transliteration: Aprendizaje no supervisado

"El aprendizaje no supervisado se utiliza para agrupar datos."

🇵🇹Portuguese → English

Aprendizado não supervisionado

Transliteration: Aprendizado não supervisionado

"O aprendizado não supervisionado é usado para encontrar padrões em dados."

🇮🇳Hindi → English

अपर्यवेक्षित अधिगम

Transliteration: Aparyavekshit Adhigam

"अपर्यवेक्षित अधिगम डेटा में पैटर्न खोजने के लिए उपयोग किया जाता है।"

🇨🇳Chinese → English

无监督学习

Transliteration: Wú jiāndū xuéxí

"无监督学习用于识别数据中的模式。"

🇰🇷Korean → English

비지도 학습

Transliteration: Bijido Hakseup

"비지도 학습은 데이터의 패턴을 찾는 데 사용됩니다."

🇯🇵Japanese → English

教師なし学習

Transliteration: Kyōshi nashi gakushū

"教師なし学習はデータのパターンを見つけるために使用されます。"

Thesaurus & Synonyms Graph

Explore Nuanced Synonyms for "Unsupervised Learning"

Discover exact matches, context-specific alternatives, and antonyms with intensity ratings in the VocabDictionary Thesaurus.

View "Unsupervised Learning" Synonym Map