winkjs/wink-naive-bayes-text-classifier
Naive Bayes Text Classifier
This tool helps you automatically sort short pieces of text into categories, analyze sentiments, or recognize user intentions for chatbots. You provide examples of text labeled with their correct categories, and it learns to classify new, unlabeled text into those same categories. It's designed for anyone who needs to quickly process and categorize large volumes of text, such as customer service managers, market researchers, or content moderators.
No commits in the last 6 months. Available on npm.
Use this if you need to automatically classify short text snippets like customer feedback, chatbot queries, or social media comments into predefined categories.
Not ideal if you need to classify very long documents or require extremely nuanced understanding beyond simple category assignment.
Stars
41
Forks
9
Language
JavaScript
License
MIT
Category
Last pushed
Feb 22, 2025
Commits (30d)
0
Dependencies
3
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/winkjs/wink-naive-bayes-text-classifier"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
rudikershaw/whichx
A small, no dependencies, Naive Bayes Text Classifier for JavaScript
n3integration/classifier
A general purpose text classifier
wolny/complement-naive-bayes
Implementation of Complement Naive Bayes text classifier used for automatic categorisation of...
cache117/cs453-text-doc-classification
Text Document Classification Using a Multinomial Naive Bayes Model
Carla-de-Beer/naive-bayes-text-classifier
A Naive Bayes Text Classifier that classifies input text into one of two categories: either a...