Tani21/maternal-risk-predict

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Maternal Risk Prediction (Gradio)

This Hugging Face Space predicts high-risk pregnancy using a RandomForest model trained on a cleaned maternal dataset.

Files

• —maternalrfmodel.joblib — trained model pipeline
• —maternal_metadata.json — feature metadata
• —maternal_cleaned.csv — cleaned dataset (for defaults and reference)
• —app.py — Gradio app

Features

• —Numeric: Age, Gravida, GestationWeeks, WeightKg, HeightCm, BPSystolic, BPDiastolic, FetalHR
• —Categorical: Anaemia, Jaundice, FetalPosition, FetalMovement, UrineAlbumin, UrineSugar

Output

• —Prediction: "High Risk" or "Not High Risk"
• —Probabilityhighrisk: model probability for the positive class