README.md

Classification_of_Documents_Using_Graph-Based-Features_and_KNN_GT

• Project Title: Classification of Documents Using Graph-Based Features and KNN This project offers hands-on experience with graph theory and machine learning, fostering skills in data representation, algorithm implementation, and analytical thinking in the context of document classification.

Objective:

Develop a system to classify documents into predefined topics by representing each document as a directed graph, identifying common subgraphs, and applying the K-Nearest Neighbors (KNN) algorithm based on graph similarity measures.

Data Scrapped:

• Diseases and Symptoms
  • Scrapped from RemediesLab (https://www.remedieslabs.com)
• Sports
  • Scrapped from TimesOfIndia (https://timesofindia.indiatimes.com)
• Science and Education
  • Scrapped from SSEC (https://ssec.si.edu)