Project information
- Language: Python
- Category: Unsupervised Learning, Neural Networks
- Code Repo URL: github.com/Sudharsan10/self-organizing-maps
Summary: This project focuses on an unsupervised learning technique called self - organizing maps, utilized to visualize the 13 dimensional wine data of 3 classes and map onto a 2D grid/map. It uses RGB colors to visually separate the wine data based on its class. Then we use this map as blueprint to classify a test dataset and achieved 94% accuracy.
Legend:
- Red: Class 1
- Green: Class 2
- Blue: Class 3
- Black: No Entry