Samrudhi013/st2-linear-svc

ST2 LinearSVC Models

This repository contains two sklearn LinearSVC pipelines for the ST2 experiment:

1. hazard_model.pkl – predicts the hazard category from title + text.
2. product_model.pkl – predicts the product category (conditional on hazard prediction).

Input

• Combined title + text as 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)