Upload app.py

Revised Gradio interface version

app.py

@@ -56,13 +56,12 @@ def predict_charges(age, bmi, children, sex, smoker, region, prediction):
           with log_file.open("a") as f:
               f.write(json.dumps(
                  {
-                     'Region': region,
-                     'Smoker': smoker,
+                     'Age': age,
                      'BMI': bmi,
                      'Children': children,
                      'Sex': sex,
                      'Smoker': smoker,
-                     'Age': age,
+                     'Region': region,
                      'Prediction': prediction[0]
                   }
               ))
@@ -74,8 +73,8 @@ def predict_charges(age, bmi, children, sex, smoker, region, prediction):
 # Setting up UI components for input and output
 demo = gr.Interface(
     fn=predict_charges,
-    inputs=[region_input, smoker_input, bmi_input,
-            children_input, sex_input, age_input],
+    inputs=[age_input, bmi_input,
+            children_input, sex_input, smoker_input, region_input],
     outputs=model_output,
     title="HealthyLife Insurance Charge Prediction",
     description="This API allows you to predict the appropiate charges for each patient",