Model Summary
This repository contains two toxicity-classification approaches:
Logistic Regression (TF-IDF baseline)
BERT-based toxicity classifier (unitary/toxic-bert)
The goal is to compare a lightweight classical ML model with a transformer-based model using a subset of toxic comments.
Intended Use
Educational demonstration
Baseline benchmarking
Text-toxicity exploration
Not intended for production or safety-critical use.
