Update app.py
Browse files
app.py
CHANGED
@@ -15,7 +15,7 @@ explainer = shap.Explainer(loaded_model) # PLEASE DO NOT CHANGE THIS.
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# Create the main function for server
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def main_func(RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1):
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new_row = pd.DataFrame.from_dict({'RewardsBenefit2':RewardsBenefit2,'JobSatisfaction':JobSatisfaction,
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'RecommendToWork':
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'LearningDevelopment1':LearningDevelopment1}, orient = 'index').transpose()
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prob = loaded_model.predict_proba(new_row)
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@@ -64,13 +64,15 @@ with gr.Blocks(title=title) as demo:
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submit_btn.click(
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main_func,
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[RewardsBenefit2,
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[label,local_plot], api_name="Employee_Turnover"
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)
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gr.Markdown("### Click on any of the examples below to see how it works:")
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gr.Examples([[4,4,4,4,5,5], [5,4,5,4,4,4]],
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[RewardsBenefit2,
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[label,local_plot], main_func, cache_examples=True)
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demo.launch(share=True)
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# Create the main function for server
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def main_func(RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1):
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new_row = pd.DataFrame.from_dict({'RewardsBenefit2':RewardsBenefit2,'JobSatisfaction':JobSatisfaction,
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'RecommendToWork':RecommendToWork,'Tenure':Tenure,'Generation':Generation,
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'LearningDevelopment1':LearningDevelopment1}, orient = 'index').transpose()
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prob = loaded_model.predict_proba(new_row)
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submit_btn.click(
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main_func,
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[RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1],
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[label,local_plot], api_name="Employee_Turnover"
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)
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gr.Markdown("### Click on any of the examples below to see how it works:")
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gr.Examples([[4,4,4,4,5,5], [5,4,5,4,4,4]],
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[RewardsBenefit2,JobSatisfaction,RecommendToWork,Tenure,Generation,LearningDevelopment1],
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[label,local_plot], main_func, cache_examples=True)
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demo.launch(share=True)
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demo.launch(share=True)
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