nlp - 2018 - ekiyorodoko

Natural Language Processing - Fall 2018 Lab

This is a repository containing all project and lab code by Ekiyor Odoko in the Natural Language Processing class of Ashesi University's Fall 2018 semester.

Lab Project 1

In this project, I implemented Jurafsky's pseudocode to build a binary naive bayes classifier

Note: The classifier was trained with dataset containing reviews of products, movies etc. So it predicts either 0 or 1 i.e. negative and positive respectively

Instructions

To test this classifier, you need to:

1. Clone this repo
2. Navigate to this directory "Lab Projects/LabProject1"
3. Run the command python my_naive_bayes.py
4. Wait for a prompt, then provide the path to the document you want to classify
5. When the program is done running, a files.txt document is created. This document contains the class of each review on a new line