ranimeree commited on
Commit
0b375cf
·
verified ·
1 Parent(s): efff9ea

Update app.py

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Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -22,7 +22,7 @@ def decode_file(file_path):
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  # Load the model once when starting the app
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  try:
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- model = decode_file('./model.pkl') # Updated here
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  if model is not None:
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  print("Model loaded successfully")
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  else:
@@ -117,7 +117,7 @@ def predict(gender, age, hypertension, ever_married, work_type, heart_disease,
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  prediction = model.predict_proba(processed_input)[0][1]
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  return f"The probability of stroke is {prediction:.2%}"
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  except Exception as e:
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- return f"Error making prediction: {str(e)}, model is not valid" # updated here
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  # Create the Gradio interface
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  iface = gr.Interface(
 
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  # Load the model once when starting the app
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  try:
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+ model = decode_file('./model.pkl')
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  if model is not None:
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  print("Model loaded successfully")
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  else:
 
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  prediction = model.predict_proba(processed_input)[0][1]
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  return f"The probability of stroke is {prediction:.2%}"
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  except Exception as e:
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+ return f"Error making prediction: {str(e)}, model is not valid"
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  # Create the Gradio interface
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  iface = gr.Interface(