Update app.py
Browse files
app.py
CHANGED
@@ -19,7 +19,9 @@ explainer = shap.Explainer(loaded_model) # PLEASE DO NOT CHANGE THIS.
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new_row = pd.DataFrame.from_dict({'ID':ID,'Diabetes_binary':Diabetes_binary,
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'HighBP':HighBP,'HighCol':HighCol,'CholCheck':CholCheck,
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'BMI':BMI, 'Smoker':Smoker,'Stroke':Stroke,'HeartDiseaseorAttack':HeartDiseaseorAttack,
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'PhysActivity':PhysActivity,'Fruits':Fruits,'Veggies':Veggies,'HvyAlcoholConsump':HvyAlcoholConsump,
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orient = 'index').transpose()
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prob = loaded_model.predict_proba(new_row)
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new_row = pd.DataFrame.from_dict({'ID':ID,'Diabetes_binary':Diabetes_binary,
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'HighBP':HighBP,'HighCol':HighCol,'CholCheck':CholCheck,
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'BMI':BMI, 'Smoker':Smoker,'Stroke':Stroke,'HeartDiseaseorAttack':HeartDiseaseorAttack,
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'PhysActivity':PhysActivity,'Fruits':Fruits,'Veggies':Veggies,'HvyAlcoholConsump':HvyAlcoholConsump,
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'AnyHealthcare':AnyHealthcare, 'NoDocbcCost':NoDocbcCost, 'GenHlth':GenHlth, 'MenHlth': MenHlth,
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'PhysHealth':PhysHealth, 'DiffWalk':DiffWalk, 'Sex':Sex, 'Age':Age, 'Education':Education, 'Income':Income},
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orient = 'index').transpose()
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prob = loaded_model.predict_proba(new_row)
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