Update app.py
Browse files
app.py
CHANGED
@@ -93,8 +93,12 @@ def predict_risk(age, sex, cd4_count, viral_load, wbc_count, hemoglobin, platele
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# 4. Process Output
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probabilities = ort_outs[0][0]
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risk_probability = probabilities[1] # Probability of High Risk
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except Exception as e:
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logging.exception(f"An error occurred during prediction: {e}")
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# 4. Process Output
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probabilities = ort_outs[0][0]
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risk_probability = probabilities[1] # Probability of High Risk
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if 0 < risk_probability <= 100:
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return f"HIV Risk Probability: {risk_probability:.4f}"
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elif risk_probability > 100:
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return f"HIV Risk Probability: 100"
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else:
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return f"HIV Risk Probability: 0"
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except Exception as e:
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logging.exception(f"An error occurred during prediction: {e}")
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