Mislabel: meaning, definitions and examples

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mislabel

 

[ mɪsˈleɪbəl ]

Verb
Context #1 | Verb

in data analysis

To incorrectly assign a label or category to a data point or observation based on a mistake in analysis or interpretation.

Synonyms

misclassify, misidentify, misinterpret.

Which Synonym Should You Choose?

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Word Description / Examples
mislabel

Use this word when referring to attaching incorrect or misleading labels to products, items, or categories. It implies a labeling error.

  • The bottles were mislabeled, causing confusion among customers.
  • He was fined for mislabeling the allergen information on the packaging.
misclassify

This word is appropriate when discussing the incorrect categorization of items, people, or data into the wrong class or group.

  • The cells were misclassified during the analysis, leading to incorrect research conclusions.
  • The new species was initially misclassified due to its unusual characteristics.
misidentify

Use this term when talking about recognizing or naming someone or something incorrectly. It often applies to errors in visual or physical identification.

  • The witness misidentified the suspect, resulting in a wrongful arrest.
  • Birdwatchers often misidentify rare species due to their similar appearances.
misinterpret

This word is best used when referring to the incorrect understanding or explanation of information, events, or statements. It suggests a comprehension error.

  • She misinterpreted his friendly gesture as a sign of romantic interest.
  • The data was misinterpreted, leading to flawed conclusions.

Examples of usage

  • The researcher mislabeled the control group as the experimental group, leading to inaccurate results.
  • If you mislabel the data, your entire analysis could be invalid.
  • The mislabeling of the samples caused confusion in the study.
  • The software mislabels certain data points due to a bug in the algorithm.
  • It is crucial not to mislabel the data to ensure the accuracy of the analysis.

Translations

Translations of the word "mislabel" in other languages:

🇵🇹 rotular incorretamente

🇮🇳 ग़लत लेबल लगाना

🇩🇪 falsch kennzeichnen

🇮🇩 salah label

🇺🇦 неправильно позначити

🇵🇱 źle oznaczyć

🇯🇵 誤ったラベルを貼る

🇫🇷 mal étiqueter

🇪🇸 etiquetar incorrectamente

🇹🇷 yanlış etiketlemek

🇰🇷 잘못 라벨을 붙이다

🇸🇦 وضع علامة خاطئة

🇨🇿 nesprávně označit

🇸🇰 nesprávne označiť

🇨🇳 错误标记

🇸🇮 napačno označiti

🇮🇸 ranga merkja

🇰🇿 қате таңбалау

🇬🇪 არასწორად მონიშვნა

🇦🇿 səhv etiketləmək

🇲🇽 etiquetar incorrectamente

Etymology

The word 'mislabel' originated from the prefix 'mis-' (meaning wrongly or badly) and the word 'label' (to attach a word or phrase to something for identification). The term is commonly used in the context of data analysis and research, where accurate labeling of data points is essential for valid results.

See also: labeler, labeling, unlabeled.