Update app.py

app.py

@@ -12,10 +12,10 @@ def load_model():
 def model_prediction(model, features):
     predicted = str(model.predict(features)[0])
     return predicted
-
-def transform(text):
-    le = LabelEncoder()
-    text = le.fit_transform(text)
+le = LabelEncoder()
+def transform1(text):
+    text = le.fit(text)
+    text = le.transform(text)
     return text[0]
 
 def app_design():
@@ -26,41 +26,41 @@ def app_design():
     st.subheader("Enter the following values:") #change
     
     school= st.number_input("school")
-    school = le.transform([school])
+    school = le.transform1([school])
     sex= st.selectbox("sex",('Male','Female'))
-    sex = le.transform([sex])
+    sex = le.transform1([sex])
     age= st.number_input("age")
     famsize= st.number_input("famsize")
-    famsize = le.transform([famsize])
+    famsize = le.transform1([famsize])
     Pstatus= st.number_input("Pstatus")
-    Pstatus = le.transform([Pstatus])
+    Pstatus = le.transform1([Pstatus])
     Medu= st.number_input("Medu")
     Fedu= st.number_input("Fedu")
     Mjob= st.number_input("Mjob")
-    Mjob = le.transform([Mjob])
+    Mjob = le.transform1([Mjob])
     Fjob= st.number_input("Fjob")
-    Fjob = le.transform([Fjob])
+    Fjob = le.transform1([Fjob])
     reason = st.number_input("reason")
-    reason = le.transform([reason])
+    reason = le.transform1([reason])
     guardian= st.number_input("guardian")
-    guardian = le.transform([guardian])
+    guardian = le.transform1([guardian])
     traveltime= st.number_input("traveltime")
     studytime= st.number_input("studytime")
     failures= st.number_input("failures")
     schoolsup= st.number_input("schoolsup")
-    schoolsup = le.transform([schoolsup])
+    schoolsup = le.transform1([schoolsup])
     famsup= st.number_input("famsup")
-    famsup = le.transform([famsup])
+    famsup = le.transform1([famsup])
     paid= st.number_input("paid")
-    paid = le.transform([paid])
+    paid = le.transform1([paid])
     activities= st.number_input("activities")
-    activities = le.transform([activities])
+    activities = le.transform1([activities])
     nursery= st.number_input("nursery")
-    nursery = le.transform([nursery])
+    nursery = le.transform1([nursery])
     higher= st.number_input("higher")
-    higher = le.transform([higher])
+    higher = le.transform1([higher])
     internet= st.number_input("internet")
-    internet = le.transform([internet])
+    internet = le.transform1([internet])
     famrel= st.number_input("famrel")
     freetime= st.number_input("freetime")
     goout= st.number_input("goout")