Update app.py

app.py

@@ -54,44 +54,29 @@ def make_prediction(REGION, TENURE, MONTANT, FREQUENCE_RECH, REVENUE, ARPU_SEGME
     
 
 #create the input components for gradio
-REGION = gr.inputs.Dropdown(choices =['DAKAR', 'THIES', 'SAINT-LOUIS', 'LOUGA', 'KAOLACK', 'DIOURBEL', 'TAMBACOUNDA' 'KAFFRINE,KOLDA', 'FATICK', 'MATAM', 'ZIGUINCHOR', 'SEDHIOU', 'KEDOUGOU']) 
-TENURE = gr.inputs.Dropdown(choices =['K > 24 month', 'I 18-21 month', 'H 15-18 month', 'G 12-15 month', 'J 21-24 month', 'F 9-12 month', 'E 6-9 month', 'D 3-6 month']) 
-MONTANT = gr.inputs.Number()
-FREQUENCE_RECH = gr.Number()
-REVENUE = gr.Number()
-ARPU_SEGMENT = gr.Number() 
-FREQUENCE = gr.Number() 
-DATA_VOLUME = gr.Number() 
-ON_NET = gr.Number()
-ORANGE = gr.Number()
-TIGO = gr.Number()
-ZONE1 = gr.Number() 
-ZONE2 = gr.Number()
-MRG = gr.inputs.Dropdown(choices =['NO'])    
-REGULARITY = gr.Number()
-FREQ_TOP_PACK = gr.Number()
+input_col1 = [REGION = gr.inputs.Dropdown(choices =['DAKAR', 'THIES', 'SAINT-LOUIS', 'LOUGA', 'KAOLACK', 'DIOURBEL', 'TAMBACOUNDA' 'KAFFRINE,KOLDA', 'FATICK', 'MATAM', 'ZIGUINCHOR', 'SEDHIOU', 'KEDOUGOU']),
+              TENURE = gr.inputs.Dropdown(choices =['K > 24 month', 'I 18-21 month', 'H 15-18 month', 'G 12-15 month', 'J 21-24 month', 'F 9-12 month', 'E 6-9 month', 'D 3-6 month']), 
+              MONTANT = gr.inputs.Number(),
+              FREQUENCE_RECH = gr.Number(),
+              REVENUE = gr.Number(),
+              ARPU_SEGMENT = gr.Number(), 
+              FREQUENCE = gr.Number(), 
+              DATA_VOLUME = gr.Number()]
+input_col2 = [ON_NET = gr.Number(),
+              ORANGE = gr.Number(),
+              TIGO = gr.Number(),
+              ZONE1 = gr.Number(),
+              ZONE2 = gr.Number(),
+              MRG = gr.inputs.Dropdown(choices =['NO']),   
+              REGULARITY = gr.Number(),
+              FREQ_TOP_PACK = gr.Number()]
 
 output = gr.Textbox(label='Prediction')
 #create the interface component
 
-app = gr.Interface(fn =make_prediction,inputs =[REGION, 
-                                                TENURE, 
-                                                MONTANT, 
-                                                FREQUENCE_RECH, 
-                                                REVENUE, 
-                                                ARPU_SEGMENT, 
-                                                FREQUENCE, 
-                                                DATA_VOLUME, 
-                                                ON_NET, 
-                                                ORANGE, 
-                                                TIGO, 
-                                                ZONE1, 
-                                                ZONE2,
-                                                MRG, 
-                                                REGULARITY, 
-                                                FREQ_TOP_PACK],
+app = gr.Interface(fn =make_prediction,inputs=[input_col1, input_col2],
                                                  title ="Customer Churn Predictor", 
-                                                  description="Enter the feilds Below and click the submit button to Make Your Prediction",
+                                                  description="Enter the fields below and click the submit button to Make Your Prediction",
                                                  outputs = output)
 
 app.launch(debug = True)