Update app.py

app.py

@@ -32,12 +32,23 @@ convex_area = st.number_input('Convex hull (convex area)', min_value=18068.0, ma
 
 # Tombol untuk memprediksi
 if st.button('Predict'):
+    # Muat scaler
+    
+    
+    # Input dari pengguna
     input_features = [[length_major_axis, width_minor_axis, thickness_depth, area,
                        perimeter, roundness, solidity, compactness, aspect_ratio,
                        eccentricity, extent, convex_area]]
-    prediction = model.predict(input_features)
     
+    # Lakukan scaling pada input
+    input_features_scaled = model.transform(input_features)
+    
+    # Prediksi menggunakan model
+    prediction = model.predict(input_features_scaled)
+
+
     # Menggunakan mapping untuk mendapatkan nama tipe almond
     predicted_class_name = class_mapping[prediction[0]]
     
     st.write(f'The predicted class is: {predicted_class_name}')
+