This is a group project for university assingment where we create discord bot to detect spam

all data are in data folder

For training we used data from UCI's SMS Spam Collection Data Set which we have put in this repo here

for testing the model against real discord messages, we have created our own custom dataset here

the ML model is created from file ./RMCS_NLP_PROJECT.ipynb which we modify to fit our need from here

the model is exported into ./nb_model.joblib and ./vect.joblib

Clone this repo, go to the directory, and run

pip install -r ./requirements.txt

this website will tell you how to create your own discord bot account and get the token

python bot.py <YOUR DISCORD BOT TOKEN>

(default is naive bayes)

python bot.py <YOUR DISCORD BOT TOKEN> --model naiveBayes

python bot.py <YOUR DISCORD BOT TOKEN> --model randomForest