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Dockerfile

@@ -3,11 +3,11 @@ FROM python:3.9-slim
 # Set the working directory inside the container
 WORKDIR /app
 
-# Set environment variables for Python behavior
+# Set environment variables
 ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
 
-# Install OS dependencies (optional but useful for SSL, timezones, etc.)
+# Install OS dependencies
 RUN apt-get update && apt-get install -y --no-install-recommends \
     ca-certificates curl && \
     rm -rf /var/lib/apt/lists/*

app.py

@@ -34,7 +34,7 @@ if st.button("Predict"):
         response = requests.post(BACKEND_URL, json=payload)
         if response.status_code == 200:
             result = response.json()
-            prediction = "✅ Likely to Convert" if result["prediction"] == 1 else "❌ Unlikely to Convert"
+            prediction = "Likely to Convert" if result["prediction"] == 1 else "Unlikely to Convert"
             st.success(f"**Prediction:** {prediction}")
             st.info(f"Confidence: {result['confidence']:.2f}")
         else:

extraa_learn_project.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8e66af46422fc5783329b1bb171dd12e420b9282bba603cae80dd446e4ed2686
+oid sha256:2643d4d0cd325d121bdbba2826f987fc567cc19c289bb15d711d790700dbf551
 size 5782930