Coder Social home page Coder Social logo

text-classification's Introduction

News Text Classification Using Random Forest Algorithm

Developer

Name Student ID
Rizha Al-Fajri G64170003
Fahreza Ikhsan Hafiz G64170077
Komang Elang Surya Prawira G64170098

Description

This project is part of Information Retreival Course (KOM431) in Department of Computer Science, IPB University.

This project developed web-based news text classification using Random Forest model trained with BBC News Site from 2004 to 2005. The developed web could classify english news text to one of five categories : business, entertainment, politics, sport, or tech.

Go ahead and try it on https://news-txt-classifier.herokuapp.com

How to Use

Please prepare english news text that you want to classify. You can copy it from it source or prepare it as .txt file. To classify it, paste it into the provided column (see Image 1) or input the .txt file (see Image 2). The result will be appear in a few moments (see Image 3).

Web Screenshot

Demo-1.jpg
Image 1 - Interface for Classify via Manual Input
Demo-2.jpg
Image 2 - Interface for Classify via File Input
Demo-3.jpg
Image 3 - Interface for Classification Result

text-classification's People

Contributors

fahrezahafiz avatar prawiraelang007 avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.