Update app.py

app.py

@@ -13,8 +13,8 @@ loaded_model = pickle.load(open("clf.pkl", 'rb'))
 explainer = shap.Explainer(loaded_model) # PLEASE DO NOT CHANGE THIS.
 
 # Create the main function for server
-def main_func(RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1):
-    new_row = pd.DataFrame.from_dict({'RewardsBenefit2':RewardsBenefit2,'JobSatisfaction':JobSatisfaction,
+def main_func(RewardsBenefits2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1):
+    new_row = pd.DataFrame.from_dict({'RewardsBenefits2':RewardsBenefits2,'JobSatisfaction':JobSatisfaction,
               'RecommendToWork':RecommendToWork,'Tenure':Tenure,'Generation':Generation,
               'LearningDevelopment1':LearningDevelopment1}, orient = 'index').transpose()
     
@@ -51,7 +51,7 @@ with gr.Blocks(title=title) as demo:
     gr.Markdown("""---""")
     with gr.Row():        
         with gr.Column():
-            RewardsBenefit2 = gr.Slider(label="Rewards Benefit 2 Score", minimum=1, maximum=5, value=4, step=.1)
+            RewardsBenefits2 = gr.Slider(label="Rewards Benefits 2 Score", minimum=1, maximum=5, value=4, step=.1)
             JobSatisfaction = gr.Slider(label="Job Satisfaction Score", minimum=1, maximum=5, value=4, step=.1)
             RecommendToWork = gr.Slider(label="Recommend to Work Score", minimum=1, maximum=5, value=4, step=.1)
             Tenure = gr.Slider(label="Tenure Score", minimum=1, maximum=5, value=4, step=.1)
@@ -64,15 +64,13 @@ with gr.Blocks(title=title) as demo:
         
             submit_btn.click(
                 main_func,
-                [RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1],
+                [RewardsBenefits2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1],
                 [label,local_plot], api_name="Employee_Turnover"
             )
     
     gr.Markdown("### Click on any of the examples below to see how it works:")
     gr.Examples([[4,4,4,4,5,5], [5,4,5,4,4,4]], 
-                [RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1], 
+                [RewardsBenefits2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1], 
                 [label,local_plot], main_func, cache_examples=True)
 
-demo.launch(share=True)
-
 demo.launch(share=True)