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st2-linear-svc
Samrudhi013/st2-linear-svc
st2-linear-svc is a machine learning model from Samrudhi013. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains two sklearn LinearSVC pipelines for the ST2 experiment:
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Public
Updated Feb 28, 2026
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643 MB
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.pkl643 MB · 100%
At a glance
- Access
- Public
- Created
- Feb 28, 2026
- Updated
- Feb 28, 2026
- SHA
- ba98642d
Model card
From the Hugging Face model README
ST2 LinearSVC Models
This repository contains two sklearn LinearSVC pipelines for the ST2 experiment:
hazard_model.pkl– predicts the hazard category from title + text.product_model.pkl– predicts the product category (conditional on hazard prediction).
Input
- Combined
title + textas a single string.
Usage
import joblib
from huggingface_hub import hf_hub_download
# Hazard model
hazard_path = hf_hub_download(repo_id='Samrudhi013/st2-linear-svc', filename='hazard_model.pkl')
hazard_model = joblib.load(hazard_path)
# Product model
product_path = hf_hub_download(repo_id='Samrudhi013/st2-linear-svc', filename='product_model.pkl')
product_model = joblib.load(product_path)
- Created
- Feb 28, 2026
- Updated
- Feb 28, 2026