Relabelling: meaning, definitions and examples

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relabelling

 

[ˌriːˈleɪbəlɪŋ ]

Definition

Context #1 | Verb

data management

Relabelling refers to the process of changing the label or category assigned to a dataset or a set of observations. This is commonly done to improve the accuracy of classification algorithms or to ensure consistency in the data used for machine learning models.

Synonyms

reclassifying, renaming, updating.

Examples of usage

  • The team is relabelling the images for better classification accuracy.
  • After reviewing the data, she decided relabelling was necessary to fit the new criteria.
  • They are relabelling all instances of spam in the dataset.
  • During the project, relabelling helped improve the model's performance.

Interesting Facts

Etymology

  • The word combines 're-' meaning 'again' and 'label,' which comes from the Latin 'libella' meaning 'a small book or a balance.'
  • The use of 're-' indicates a repeated action, suggesting that it's not just labeling for the first time, but updating or changing it.

Psychology

  • Research shows that re-labeling experiences can help individuals manage emotions, like calling fear 'excitement' to feel braver.
  • Cognitive Behavioral Therapy often uses re-labeling to change negative thought patterns, illustrating the power of words in reshaping perceptions.

Marketing

  • Companies frequently re-label products to attract new customers or refresh a brand's image, showing the importance of effective communication.
  • Successful rebranding can lead to increased sales, as seen when big names change product labels to reflect current trends or consumer values.

Education

  • In classrooms, teachers often re-label instructions to match students' learning styles, improving understanding and engagement.
  • Relabelling complex concepts with simpler terms helps students grasp difficult subjects, promoting better learning outcomes.

Cultural Perspectives

  • In various cultures, relabelling can shift societal perceptions, such as renaming groups to reflect inclusivity and respect.
  • Language changes over time often involve re-labeling societal norms, showcasing how words can evolve alongside cultural shifts.

Translations

Translations of the word "relabelling" in other languages:

🇵🇹 reclassificação

🇮🇳 पुनर्नामकरण

🇩🇪 Umlabeln

🇮🇩 penamaan ulang

🇺🇦 переназивання

🇵🇱 przelabelowanie

🇯🇵 再ラベリング

🇫🇷 re-étiquetage

🇪🇸 re-etiquetado

🇹🇷 yeniden etiketleme

🇰🇷 다시 라벨 붙이기

🇸🇦 إعادة تسمية

🇨🇿 přejmenování

🇸🇰 prelabelovanie

🇨🇳 重新标记

🇸🇮 ponovno označevanje

🇮🇸 endurmerking

🇰🇿 қайта атау

🇬🇪 მეორე სახელწოდება

🇦🇿 yenidən adlandırma

🇲🇽 re-etiquetado