This is a java project from my early days as a Computer Science student
This programm was created for my thesis project and is a test program implementing knn algorithm to use as a template for my thesis project
A Java console application that implements the factionality of the knn algorithm to find the similarity between a new user's location preferences and the locations. The binary data (0,1) are the location characteristics.
- Implementing knn algorithm using these heuristics for similarity score:
- Cosine similarity
- Hamming distance
- Euclidean distance
- Manhattan distance
- This is a test project and an effort to implement the knn algorithm using a variety of heuristics for similarity score
- The comments to make the code understandable, are within the .java archive
- This project was written in Eclipse Java IDE
- This repository was created to show the variety of the work I did and experience I gained as a student