https://github.com/pharo-ai/naive-bayes-classifier

A multinomial Naive Bayes classifier implemented in Pharo
https://github.com/pharo-ai/naive-bayes-classifier

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

Last synced: 2 months ago
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A multinomial Naive Bayes classifier implemented in Pharo

• Host: GitHub
• URL: https://github.com/pharo-ai/naive-bayes-classifier
• Owner: pharo-ai
• License: mit
• Created: 2019-03-14T18:41:04.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-12-19T14:40:23.000Z (7 months ago)
• Last Synced: 2024-04-14T10:25:04.887Z (3 months ago)
• Topics: machine-learning, naive-bayes-classifier, natural-language-processing, pharo
• Language: Smalltalk
• Size: 37.1 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-pharo - pharo-ai / NaiveBayesClassifier - Implementation of a multinomial Naive Bayes classifier in Pharo that can be used for simple spam detection and sentiment analysis. (Artificial Intelligence and Machine Learning)

README

        
# 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.

```