add scaler before prediction

prediction.py

@@ -17,9 +17,14 @@ def app():
     st.subheader('User Input')
     st.write(input)
 
-    load_model = joblib.load("model.pkl")
+    load_scaler = joblib.load('scaler.pkl')
+    input_scaled = load_scaler.transform(input)
+
+    st.subheader('Scaled User Input')
+    st.write(input_scaled)
 
-    prediction = load_model.predict(input)
+    load_model = joblib.load("model.pkl")
+    prediction = load_model.predict(input_scaled)
 
     if prediction == 1:
         prediction = 'Payment Defaulted (1)'

scaler.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f10c8066797afdcce8c90c6399b2795eb02046184a9f969ac9b0dca4a338e574
+size 858