hackerbyhobby commited on
Commit
0d76b3a
·
unverified ·
1 Parent(s): 55f664e

updated app with print statements for debugging

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Files changed (1) hide show
  1. app.py +4 -0
app.py CHANGED
@@ -37,11 +37,15 @@ def predict_heart_failure(age_category, alcohol_drinkers, chest_scan, covid_posi
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  if feature not in input_df.columns:
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  input_df[feature] = 0 # Fill missing features with default value (e.g., 0)
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  # Ensure no extra features are included
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  input_df = input_df[feature_names]
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  # Make a prediction
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  prediction = model.predict(input_df)[0]
 
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  return "High likelihood of heart failure" if prediction == 1 else "Low likelihood of heart failure"
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  # Define Gradio inputs
 
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  if feature not in input_df.columns:
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  input_df[feature] = 0 # Fill missing features with default value (e.g., 0)
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+ print("Inputs received in the app:")
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+ print(input_df)
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+
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  # Ensure no extra features are included
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  input_df = input_df[feature_names]
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  # Make a prediction
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  prediction = model.predict(input_df)[0]
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+ print(f"Prediction: {prediction}")
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  return "High likelihood of heart failure" if prediction == 1 else "Low likelihood of heart failure"
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  # Define Gradio inputs