GithubHelp home page GithubHelp logo

lagodiuk / decision-tree-js Goto Github PK

View Code? Open in Web Editor NEW
281.0 281.0 49.0 228 KB

Small JavaScript implementation of ID3 Decision tree

License: MIT License

CSS 21.90% JavaScript 70.49% HTML 7.61%
decision-tree machine-learning random-forest

decision-tree-js's People

Contributors

lagodiuk avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

decision-tree-js's Issues

Attribute of type array

Not really an issue, but it would be cool if passed an array (say of keywords) we could check against all keywords instead of just pushing the array together and checking for exact matches.

So right now if I pass ['here','are',keywords'] it will just check for 'here,are,keywords'. Which essentially checks for an exact match on the array, but I am looking to predict an attribute, based on how many keywords I match. and the keywords could be variable, so one item may have 1 keyword while another may have 6.

I tried figuring out where I want to modify the js to do this, but I am VERY new to machine learning and so I don't fully understand how everything works together yet.

Allow for root overwrite

predicate = tree.predicate;

Please change this line to:
predicate = predicates[tree.predicateName];

This single line change enables using a pre-saved root by setting decisionTree.root = savedRoot

Would be nice to add additional functionality to save the root as well as build a dt object without input data.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.