Giter VIP home page Giter VIP logo

bayes_email_spam's Introduction

Bayes Email Spam Filter

Experimenting with Bayes and Email Spam Categorization in Kotlin. No dependencies needed besides Kotlin 1.2 std-lib.

Chapter 13 of O'Reilly Data Science from Scratch has been the most helpful resource for this project.

OUTPUT:

Score for an email containing message: "discount viagra wholesale, hurry while this offer lasts"
0.9990090904079181

Score for an email containing message: "interesting meeting on amazon cloud services discount program"
0.01754275128116032

Spammiest Words
viagra 0.7
this 0.5
for 0.5
prescription 0.5
hey 0.3

Hammiest (non-spam) Words
your 0.7857142857142857
amazon 0.5
for 0.35714285714285715
a 0.35714285714285715
meeting 0.35714285714285715

bayes_email_spam's People

Contributors

thomasnield 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.