# Multi-Label Text Classification

> Source: https://sukruyusufkaya.com/en/glossary/multi-label-text-classification
> Updated: 2026-05-13T20:00:41.268Z
> Type: glossary
> Category: dogal-dil-isleme
**TLDR:** A classification problem in which a text can belong to multiple categories at the same time.

<p>Multi-label text classification becomes critical when real-world texts cannot be reduced to a single topic or intent. In domains such as news, call-center logs, medical reports, and CV analysis, one text may legitimately belong to several labels at once. This requires careful treatment of label correlations and threshold design. It offers a more complex but more realistic framework than standard single-label classification.</p>