How to use from the
Use from the
Scikit-learn library
from huggingface_hub import hf_hub_download
import joblib
model = joblib.load(
	hf_hub_download("itswin01/wine-quality-model", "sklearn_model.joblib")
)
# only load pickle files from sources you trust
# read more about it here https://skops.readthedocs.io/en/stable/persistence.html

Wine Quality (Red) Prediction Model

This model is trained automatically using GitHub Actions as part of an MLOps CI/CD pipeline.

Model Details

  • Algorithm: Random Forest Regressor
  • Dataset: Wine Quality (Red)

Evaluation Metrics

  • MAE: 0.4447
  • RMSE: 0.5641
  • R2: 0.5131
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