naive-bayes-classifier

Description

A multinomial Naive Bayes classifier implemented in Pharo

Details

Source

GitHub

Dialect

pharo (65% confidence)

License

MIT

Stars

1

Created

March 14, 2019

Updated

Sept. 29, 2025

Topics

machine-learning naive-bayes-classifier natural-language-processing pharo

Categories

README excerpt

# Naive Bayes Classifier

[![Build status](https://github.com/pharo-ai/NaiveBayesClassifier/workflows/CI/badge.svg)](https://github.com/pharo-ai/NaiveBayesClassifier/actions/workflows/test.yml)
[![Coverage Status](https://coveralls.io/repos/github/pharo-ai/naive-bayes-classifier/badge.svg?branch=master)](https://coveralls.io/github/pharo-ai/naive-bayes-classifier?branch=master)
[![Pharo version](https://img.shields.io/badge/Pharo-9-%23aac9ff.svg)](https://pharo.org/download)
[![Pharo version](https://img.shields.io/badge/Pharo-10-%23aac9ff.svg)](https://pharo.org/download)
[![Pharo version](https://img.shields.io/badge/Pharo-11-%23aac9ff.svg)](https://pharo.org/download)
[![Pharo version](https://img.shields.io/badge/Pharo-12-%23aac9ff.svg)](https://pharo.org/download)
[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/olekscode/NaiveBayesClassifier/master/LICENSE)

This is a simple implementation of a multinomial Naive Bayes classifier in Pharo that can be used for simple spam detection and sentiment analysis.

## Installing

```Smalltalk
Metacello new
  baseline: 'AINaiveBayesClassifier';
  repository: 'github://pharo-ai/NaiveBayesClassifier/src';
  load.
```