Upload 4 files

app.py

@@ -9,9 +9,6 @@ unique_values = joblib.load('unique_values.joblib')
     
 unique_hypertension =  unique_values["hypertension"]
 unique_heart_disease =  unique_values["heart_disease"]
-unique_bmi =  unique_values["bmi"]
-unique_HbA1c_level =  unique_values["HbA1c_level"]
-unique_blood_glucose_level =  unique_values["blood_glucose_level"]
 unique_gender =  unique_values["gender"]
 unique_smoking_history = unique_values["smoking_history"]
 
@@ -22,9 +19,9 @@ def main():
         age = st.slider("Age", min_value=10, max_value=100)
         hypertension = st.selectbox("Hypertemsion", unique_hypertension)
         heart_disease = st.selectbox("Heart_desease", unique_heart_disease)
-        bmi = st.selectbox("Bmi", unique_bmi)
-        HbA1c_level = st.selectbox("HbA1c_level", unique_HbA1c_level)
-        blood_glucose_level = st.selectbox("Blood_glucose_level", blood_glucose_level)
+        bmi = st.slider("Bmi", min_value=10, max_value=100)
+        HbA1c_level =  st.slider("HbA1c_level", min_value=1, max_value=100)
+        blood_glucose_level = st.slider("Blood_glucose_level", min_value=1, max_value=100) 
         gender = st.selectbox("Gender", gender)
         smoking_history = st.selectbox("Smoking_history", smoking_history)
 
@@ -39,8 +36,8 @@ def main():
                                                "blood_glucose_level": [blood_glucose_level],
                                                "gender": [gender],
                                                "smoking_history": [smoking_history]}))
-            result = '0' if result[0] == 1 else '1'
-            st.success('The predicted income is {}'.format(result))
+            result = 'have diabetes' if result[0] == 1 else 'does not have diabetes'
+            st.success('The predicted is {}'.format(result))
 
 if __name__=='__main__':
     main()

model.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6862d5b4e1243fd4e1476a47dc920b543beb6d85a0e84ca390f82c84b25596ac
-size 78151
+oid sha256:e1af12b0676e6cbd30a30d8bd474aec5a36c5473b1b0e03489b4b087b197bb0d
+size 78615

unique_values.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d98e93cf5252f67209be6718307d01e7de94569ed80106950245e4261c9ad059
-size 796
+oid sha256:91b4069c31d0fab3c12ecdfc0636940d12583e76bb015ce455e50af92285f5a8
+size 1341