Vixan / knowledge-base-decision-tree

A basic implementation of the ID3 algorithm to generate and display a decision tree using React.

Knowledge Base Decision Tree

A basic implementation of the ID3 algorithm to generate a decision tree and display the result in a pretty interactive tree graph.

Description

The project contains a couple of different test datasets that can be accessed from the main page. Once loaded, the selected dataset will be used to generate a decision tree using the ID3 algorithm. Results are available in the form of a tree graph, where the user can zoom in/out, collapse nodes and view the generated layout of the features and their values in the decision tree.

Getting Started

Installing

• Download or clone with git this repository from https://github.com/Vixan/knowledge-base-decision-tree

Running the app in development

1. Install dependencies

   npm install
   

2. Start development server

   npm run dev
   

Authors

Duca Vitalie-Alexandru

License

This project is licensed under the MIT License - see the LICENSE.md file for details