Downloads · 30 days
0
toxicity-logreg-vs-bert
santsant93/toxicity-logreg-vs-bert
toxicity-logreg-vs-bert is a machine learning model from santsant93. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Access
Public
Updated Dec 6, 2025
Repo size
933 KB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.joblib933 KB · 99%
At a glance
- Access
- Public
- Created
- Dec 6, 2025
- Updated
- Dec 6, 2025
- SHA
- 8a5df600
Model card
From the Hugging Face model README
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.
- Created
- Dec 6, 2025
- Updated
- Dec 6, 2025