NellCoriander commited on
Commit
58f187a
·
1 Parent(s): afe94ad

Update app.py

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Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -13,10 +13,10 @@ loaded_model = pickle.load(open("h22_xgb.pkl", 'rb'))
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  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(ValueDiversity,AdequateResources,Voice,GrowthAdvancement,Workload,WorkLifeBalance):
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- new_row = pd.DataFrame.from_dict({'ValueDiversity':ValueDiversity,'AdequateResources':AdequateResources,
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- 'Voice':Voice,'GrowthAdvancement':GrowthAdvancement,'Workload':Workload,
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- 'WorkLifeBalance':WorkLifeBalance}, orient = 'index').transpose()
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  prob = loaded_model.predict_proba(new_row)
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  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(age,sex,cp,trtbps,chol,fbs,restecg,thalachh,exng,oldpeak,slp,caa,thall,output):
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+ new_row = pd.DataFrame.from_dict({'age':age,'sex':sex,'cp':cp,'trtbps':trtbps,'chol':chol,
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+ 'fbs':fbs,'restecg':restecg,'thalachh':thalachh,'exng':exng,'oldpeak':oldpeak,
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+ 'slp':slp,'caa':caa,'thall':thall,'output':output}, orient = 'index').transpose()
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  prob = loaded_model.predict_proba(new_row)
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