Update app.py

app.py

@@ -40,7 +40,8 @@ st.markdown("""
 # ---------------------------------------------------------
 st.title("🏖️ Predict Maintenance")
 st.write("The Predict Maintenance app is a tool to predict if an Engine needs any maintenance based on provided operating sensor parameters.")
-st.write("Fill in the details below and click **Predict** to see if the Engine needs maintenance to prevent from failure.")
+st.write("Fill in the details below and click **Check for Maintenance** to see if the Engine needs maintenance to prevent from failure.")
+st.write("Suggested Ranges are based on the Range of Values model trained on.")
 
 
 
@@ -61,7 +62,7 @@ def formatted_number_input(title, hint, minval, maxval, defvalue, steps, valform
 
     #user_input = float(raw)
     user_input = st.number_input(
-        label=f"{title} ({hint})",
+        label=f"{title}  (Suggested Range {hint})",
         #min_value=minval,
         #max_value=maxval,
         value=defvalue,
@@ -92,7 +93,7 @@ with col_inputs:
     with col_left:
     
         rpm = formatted_number_input(
-            "Lubricating oil pressure in kilopascals (kPa)",
+            "Lubricating oil pressure (kPa)",
             "50 to 2500",
             minval=50.0,
             maxval=2500.0,
@@ -103,7 +104,7 @@ with col_inputs:
         
         
         oil_pressure = formatted_number_input(
-            "Lubricating oil pressure in kilopascals (kPa)",
+            "Lubricating oil pressure (kPa)",
             "0.001 to 10.0",
             minval=0.001,
             maxval=10.0,
@@ -114,7 +115,7 @@ with col_inputs:
         
         
         fuel_pressure = formatted_number_input(
-            "Fuel Pressure in kilopascals (kPa)",
+            "Fuel Pressure (kPa)",
             "0.01 to 25.0",
             minval=0.01,
             maxval=25.0,
@@ -126,7 +127,7 @@ with col_inputs:
     # define inputs in left column
     with col_right:
         coolant_pressure = formatted_number_input(
-            "Coolant Pressure in kilopascals (kPa)",
+            "Coolant Pressure (kPa)",
             "0.01 to 10.0",
             minval=0.01,
             maxval=10.0,
@@ -137,7 +138,7 @@ with col_inputs:
         
         
         lub_oil_temp = formatted_number_input(
-            "Lubricating oil Temperature in degrees Celsius (°C)",
+            "Lubricating oil Temperature (°C)",
             "50.0 to 100.0",
             minval=50.0,
             maxval=100.0,
@@ -148,7 +149,7 @@ with col_inputs:
         
         
         coolant_temp = formatted_number_input(
-            "Coolant Temperature in degrees Celsius (°C)",
+            "Coolant Temperature (°C)",
             "50.0 to 200.0",
             minval=50.0,
             maxval=200.0,