cadifam commited on
Commit
b711036
1 Parent(s): 7cd326f

Update app.py

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Files changed (1) hide show
  1. app.py +3 -0
app.py CHANGED
@@ -6,6 +6,7 @@ from catboost import CatBoostClassifier
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  clf = CatBoostClassifier()
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  clf.load_model("./loan-model.bin")
 
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  def predict(customerid: 0,
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  gender: 'Female',
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  married: 'No',
@@ -19,9 +20,11 @@ def predict(customerid: 0,
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  credit_history: 0,
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  property_area: 'Rural'
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  )
 
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  prediction_array = np.array([customerid, gender, married, dependents, education, self_employed, applicantincome, coapplicantincome, loanamount, loan_amount_term, credit_history, property_area])
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  verdict = clf.predict(prediction_array)
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  if verdict >= 0.5:
 
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  print('Good Standing - Approved: "Applicant stand a higher chance paying back loan"')
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  else:
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  print('Bad Standing - Rejected: "Applicant stand a higher chance defaulting payment"')
 
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  clf = CatBoostClassifier()
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  clf.load_model("./loan-model.bin")
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+
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  def predict(customerid: 0,
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  gender: 'Female',
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  married: 'No',
 
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  credit_history: 0,
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  property_area: 'Rural'
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  )
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+
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  prediction_array = np.array([customerid, gender, married, dependents, education, self_employed, applicantincome, coapplicantincome, loanamount, loan_amount_term, credit_history, property_area])
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  verdict = clf.predict(prediction_array)
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  if verdict >= 0.5:
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+
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  print('Good Standing - Approved: "Applicant stand a higher chance paying back loan"')
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  else:
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  print('Bad Standing - Rejected: "Applicant stand a higher chance defaulting payment"')