DS-222-Distrbuted-Naive-Bayes

This project has Hadoop implementation of Naive Bayes for document classification and its comparison with the in memory implementation of Naive Bayes is compared. The repository contains the following files:

1. NB_in_memory.py (In Memory implementation)
   
2. Distributed_Naive_Bayes.pdf (Project report)
   
3. NB_Hadoop (Contains code and log files for implementation of Naive Bayes in Hadoop)