IR-Classifiers

Python implementation of Information Retrieval classifiers

Requirements

• Python3

  • Download and install from https://www.python.org/downloads/

• Libraries Needed

  • Numpy
  • Scipy
  • Matplotlib
  • Sklearn
  • Jupyter

  or simply run

  • pip3 install -r requirements.txt in this directory to automatically download and install the required libraries.

Installation

• Clone Git repository: git clone https://github.com/ertzaaafzal/IR-Classifiers.git
• Make sure requirements are satisfied
  • Python3
  • Required libraries
• Run the script by running IR-Project.py or through Jupyter notebook IR-Project.ipynb

Implementation

• Implementation details are present in the code as comments and in the Jupyter notebook too.

Credits

All the datasets have been downloaded from UCI Machine Learning Repository

• https://archive.ics.uci.edu/ml/datasets/DBWorld+e-mails
• https://archive.ics.uci.edu/ml/datasets/Health+News+in+Twitter
• https://archive.ics.uci.edu/ml/datasets/Sentence+Classification