[FEATURE] Add Naive Bayes Text Classification Algorithm
enhancement
### Feature description
## Feature Request
**Algorithm Name:** Naive Bayes Text Classification
**Category:** machine_learning/
**Description:**
Currently the repository has a basic Naive Bayes implementation.
but lacks a dedicated Text Classification example using
Naive Bayes. This is one of the most commonly taught
algorithms in NLP and would be valuable for learners.
**What it should include:**
- Implementation using only Python standard library / numpy
- Docstrings with examples
- doctests
- Example with a simple text dataset
**References:**
- https://en.wikipedia.org/wiki/Naive_Bayes_classifier
- https://scikit-learn.org/stable/modules/naive_bayes.html
**Are you willing to work on this?**
Yes, I can submit a PR for this.
关闭于 2026-05-18 2 条评论