Language Detection Using Naive Bayes Model

  • Unique Paper ID: 163926
  • Volume: 10
  • Issue: 12
  • PageNo: 725-729
  • Abstract:
  • This project explores the application of a Naive Bayes classifier for language detection in text documents. We implement the model using Python and the scikit-learn library, training it on a diverse dataset of text samples in different languages. Through rigorous experimentation and evaluation, we assess the classifier's accuracy, precision, and recall across various languages. The results demonstrate the effectiveness of the naive Bayes approach in accurately identifying the language of textual content, highlighting its potential for practical language detection applications.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{163926,
        author = {D. Likhith Reddy and K. Pallavi and M. Priyanka and A. Sujitha and J.V. Sumanth and G. Vinay},
        title = {Language Detection Using Naive Bayes Model},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {10},
        number = {12},
        pages = {725-729},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=163926},
        abstract = {This project explores the application of a Naive Bayes classifier for language detection in text documents. We implement the model using Python and the scikit-learn library, training it on a diverse dataset of text samples in different languages. Through rigorous experimentation and evaluation, we assess the classifier's accuracy, precision, and recall across various languages. The results demonstrate the effectiveness of the naive Bayes approach in accurately identifying the language of textual content, highlighting its potential for practical language detection applications.},
        keywords = {Feature Extraction, Naive Bayes Model, Detection , Classifier},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 10
  • Issue: 12
  • PageNo: 725-729

Language Detection Using Naive Bayes Model

Related Articles