Update app.py

app.py

@@ -18,30 +18,6 @@ def formatted_number_input2(title, hint, minval, maxval, defvalue, steps, valfor
 
     st.markdown('<div style="margin-bottom:4px;">', unsafe_allow_html=True)
     
-    #col1, col2 = st.columns([2.5, 1], vertical_alignment="center")
-
-    '''
-    with col1:
-        st.markdown(
-            f"""
-            <div style="line-height:1.0">
-                <strong>{title}</strong><br>
-                <span style="font-size:1.10em; color:gray;">(Range {hint})</span>
-            </div>
-            """,
-            unsafe_allow_html=True
-        )
-    
-    with col2:
-        user_input = st.number_input("", 
-                            min_value=minval,
-                            max_value=maxval,
-                            value=defvalue,
-                            step=steps,
-                            format=valformat,
-                            label_visibility="collapsed"
-                            )
-    '''
     user_input = st.number_input(f"{title}\n{hint}", 
                         min_value=minval,
                         max_value=maxval,
@@ -77,10 +53,21 @@ st.markdown("""
 # ---------------------------------------------------------
 # TITLE
 # ---------------------------------------------------------
-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.title("🏖️ Predict Engine 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.")
+# -----------------------------
+# Title & Description
+# -----------------------------
+st.markdown("""
+<h2 style="margin-top: 0.5rem;">
+🔧 Engine Predictive Maintenance System
+</h2>
+""", unsafe_allow_html=True)
+st.markdown(
+    "Predict potential engine failures using real-time sensor inputs. "
+    "The model is optimized for **high fault recall** to minimize missed failures."
+)
 
 
 # ====================================