Misclassify: meaning, definitions and examples

🔀
Add to dictionary

misclassify

 

[ ˌmɪsˈklæsɪfaɪ ]

Verb
Context #1 | Verb

in data analysis

To classify incorrectly or assign to the wrong category or group, especially in the context of data analysis.

Synonyms

misassign, misidentify, mislabel.

Which Synonym Should You Choose?

arrow down
Word Description / Examples
misclassify

Used when placing an item or person into the wrong category or group, typically in academic, scientific, or administrative settings.

  • The researcher misclassified the samples, leading to incorrect results.
  • Due to the outdated algorithm, the software frequently misclassifies emails as spam.
mislabel

Used when placing the wrong label on an object, product, or document, commonly in retail, packaging, or informational contexts.

  • The bottles were mislabeled, confusing customers about the contents.
  • The shipment was delayed because the packages were mislabeled.
misidentify

Used when incorrectly identifying or recognizing someone or something, often in security, eyewitness reports, or analysis.

  • The witness misidentified the suspect, leading the investigation astray.
  • The software can misidentify faces under poor lighting conditions.
misassign

Used when assigning a task, role, or value incorrectly, often in work or organizational settings.

  • The manager misassigned the project to the wrong team, causing delays.
  • Funds were misassigned, resulting in budget discrepancies.

Examples of usage

  • The algorithm misclassified the images due to a glitch in the system.
  • She realized she had misclassified the data after reviewing it again.
  • If we misclassify the samples, our results will be inaccurate.
  • The software was trained to avoid misclassifying new entries.
  • It is crucial to ensure the model does not misclassify the data.

Translations

Translations of the word "misclassify" in other languages:

🇵🇹 classificar erroneamente

🇮🇳 गलत वर्गीकृत करना

🇩🇪 falsch klassifizieren

🇮🇩 mengklasifikasikan secara salah

🇺🇦 неправильно класифікувати

🇵🇱 błędnie klasyfikować

🇯🇵 誤分類する

🇫🇷 mal classer

🇪🇸 clasificar incorrectamente

🇹🇷 yanlış sınıflandırmak

🇰🇷 잘못 분류하다

🇸🇦 تصنيف بشكل خاطئ

🇨🇿 nesprávně klasifikovat

🇸🇰 nesprávne klasifikovať

🇨🇳 错误分类 (cuòwù fēnlèi)

🇸🇮 napačno razvrstiti

🇮🇸 ranglega flokka

🇰🇿 қате жіктеу

🇬🇪 არასწორად კლასიფიცირება

🇦🇿 səhv təsnif etmək

🇲🇽 clasificar incorrectamente

Etymology

The word 'misclassify' is a combination of 'mis-' meaning 'wrongly' and 'classify' meaning 'to categorize'. It first appeared in the English language in the mid-19th century. The term is commonly used in the field of data analysis and machine learning to describe the incorrect assignment of data points to categories or groups. Misclassification can lead to errors in analysis and interpretation of data, highlighting the importance of accurately categorizing information.

See also: classifiable, classifier, classifies, classifying, declassify, unclassify.