Tani21 commited on
Commit
cd91fa9
·
verified ·
1 Parent(s): 06a2968

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +18 -0
README.md CHANGED
@@ -10,3 +10,21 @@ pinned: false
10
  ---
11
 
12
  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  ---
11
 
12
  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
13
+
14
+ # Maternal Risk Prediction (Gradio)
15
+
16
+ This Hugging Face Space predicts high-risk pregnancy using a RandomForest model trained on a cleaned maternal dataset.
17
+
18
+ ## Files
19
+ - maternal_rf_model.joblib — trained model pipeline
20
+ - maternal_metadata.json — feature metadata
21
+ - maternal_cleaned.csv — cleaned dataset (for defaults and reference)
22
+ - app.py — Gradio app
23
+
24
+ ## Features
25
+ - Numeric: Age, Gravida, GestationWeeks, WeightKg, HeightCm, BP_Systolic, BP_Diastolic, FetalHR
26
+ - Categorical: Anaemia, Jaundice, FetalPosition, FetalMovement, UrineAlbumin, UrineSugar
27
+
28
+ ## Output
29
+ - Prediction: "High Risk" or "Not High Risk"
30
+ - Probability_high_risk: model probability for the positive class