Update app.py

app.py

@@ -3,12 +3,9 @@ import pickle
 import pandas as pd
 import numpy as np
 
-# About Section with Style
-st.sidebar.title("ℹ️ About")
-st.sidebar.info(
-    "This app predicts sepsis based on medical input data. "
-    "It uses a machine learning model trained on a dataset of sepsis cases."
-)
+# Page Title with Style
+st.title("🩸 Sepsis Prediction App")
+st.markdown("---")
 
 # Welcome Message with Style
 st.write(
@@ -16,6 +13,13 @@ st.write(
     "click 'Predict Sepsis', and get the prediction result."
 )
 
+# About Section with Style
+st.sidebar.title("ℹ️ About")
+st.sidebar.info(
+    "This app predicts sepsis based on medical input data. "
+    "It uses a machine learning model trained on a dataset of sepsis cases."
+)
+
 # Load the model and key components
 with open('model_and_key_components.pkl', 'rb') as file:
     loaded_components = pickle.load(file)
@@ -36,9 +40,6 @@ data_fields = {
     "Age": "Age of the patient (years)"
 }
 
-# Page Title with Style
-st.title("🩸 Sepsis Prediction App")
-st.markdown("---")
 
 # Sidebar with Data Fields
 st.sidebar.title("📊 Input Data")
@@ -70,4 +71,4 @@ if st.sidebar.button("🔮 Predict Sepsis"):
 # Display Data Fields and Descriptions
 st.sidebar.title("🔍 Data Fields")
 for field, description in data_fields.items():
-    st.sidebar.text(f"{field}: {description}")
+    st.sidebar.text(f"{field}: {description}")