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distilbert-spam-phishing-3class
clooperdooper/distilbert-spam-phishing-3class
distilbert-spam-phishing-3class is a machine learning model from clooperdooper. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model classifies email text into three categories: - Ham (Legitimate) - Spam - Phishing
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At a glance
- Model type
- distilbert
- Access
- Public
- Created
- Nov 21, 2025
- Updated
- Nov 22, 2025
- SHA
- 8fcb9dae
Model card
From the Hugging Face model README
DistilBERT Spam + Phishing Email Classifier
This model classifies email text into three categories:
- Ham (Legitimate)
- Spam
- Phishing
Model
The model is a fine-tuned distilbert-base-uncased transformer trained on:
-
Phishing Email Dataset - • Naser Abdullah Alam. Phishing Email Dataset. Kaggle (2022). https://www.kaggle.com/datasets/naserabdullahalam/phishing-email-dataset
-
Email Spam Classification Dataset - • Puru Singhvi. Email Spam Classification Dataset. Kaggle (2021). https://www.kaggle.com/datasets/purusinghvi/email-spam-classification-dataset
Test It
Use the text box to paste any email and see how the model classifies it in real time.
Deployment
This Space is powered by:
- Hugging Face Transformers
- Gradio
- Hugging Face Spaces
- Type
- distilbert
- Created
- Nov 21, 2025
- Updated
- Nov 22, 2025