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Browse files
app.py
CHANGED
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@@ -17,7 +17,7 @@ def predict(model, input_df):
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predictions_df = predict_model(estimator=model, data=input_df)
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predict_label = predictions_df["Label"][0] # either 1 (amputation yes) or 0 (amputation no)
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predict_score = predictions_df["Score"][0] # the prediction (accuracy)
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return "AMPUTATION RISK:" + str(predict_label) + " SCORE: "+str(predict_score)
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@@ -53,7 +53,7 @@ title = "DIabetes-related Amputation Risk Calculator (DIARC)"
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description = "A diabetes-related amputation machine learning model trained on the diabetes dataset from the Inkosi Albert Luthuli Central Hospital (IALCH) in Durban, KwaZulu-Natal, South Africa."
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article = "<p style='text-align: center'><span style='font-size: 15pt;'>© DIARC. 2021. All Rights Reserved.</span></p>"
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predictions_df = predict_model(estimator=model, data=input_df)
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predict_label = predictions_df["Label"][0] # either 1 (amputation yes) or 0 (amputation no)
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predict_score = predictions_df["Score"][0] # the prediction (accuracy)
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return "AMPUTATION RISK: " + str(predict_label) + " SCORE: "+str(predict_score)
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description = "A diabetes-related amputation machine learning model trained on the diabetes dataset from the Inkosi Albert Luthuli Central Hospital (IALCH) in Durban, KwaZulu-Natal, South Africa."
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article = "<p style='text-align: center'><span style='font-size: 15pt;'>© DIARC. 2021. All Rights Reserved. Contact: <a href='mailto:smtshali@wol.co.za'>Dr Sifisiso Mtshali</a></span></p>"
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