Cyberbullying Classification Model

This model classifies text into six categories of cyberbullying:

religion
age
ethnicity
gender
other_cyberbullying
not_cyberbullying

Usage

import pickle
import requests

# Load the model and vectorizer
model = pickle.load(open('model.pkl', 'rb'))
vectorizer = pickle.load(open('vectorizer.pkl', 'rb'))
preprocess_func = pickle.load(open('preprocess.pkl', 'rb'))

# Preprocess and predict
def predict(text):
    processed_text = preprocess_func(text)
    vectorized_text = vectorizer.transform([processed_text])
    prediction = model.predict(vectorized_text)[0]
    return prediction