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Runtime error
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cfa1f51
1
Parent(s):
3889122
Update app.py
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app.py
CHANGED
@@ -143,7 +143,7 @@ def y1_predict_cb(*args):
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df_cb = pd.DataFrame([args], columns=x.columns)
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df_cb = df_cb.astype({col: "category" for col in categorical_columns})
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pos_pred = y1_model_cb.predict(Pool(df_cb, cat_features = categorical_columns), prediction_type='Probability')
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return {"Adverse Outcomes": float(pos_pred[0]), "No Adverse Outcomes":
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def y1_predict_rf(*args):
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df = pd.DataFrame([args], columns=x_rf.columns)
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@@ -151,7 +151,7 @@ def y1_predict_rf(*args):
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d = dict.fromkeys(df.select_dtypes(np.int64).columns, np.int32)
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df = df.astype(d)
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pos_pred = y1_model_rf.predict_proba(df)
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return {"Adverse Outcomes": float(pos_pred[0]), "No Adverse Outcomes":
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#Define interpret for y1/AE.
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df_cb = pd.DataFrame([args], columns=x.columns)
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df_cb = df_cb.astype({col: "category" for col in categorical_columns})
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pos_pred = y1_model_cb.predict(Pool(df_cb, cat_features = categorical_columns), prediction_type='Probability')
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return {"Adverse Outcomes": float(pos_pred[0][1]), "No Adverse Outcomes": float(pos_pred[0][0])}
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def y1_predict_rf(*args):
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df = pd.DataFrame([args], columns=x_rf.columns)
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d = dict.fromkeys(df.select_dtypes(np.int64).columns, np.int32)
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df = df.astype(d)
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pos_pred = y1_model_rf.predict_proba(df)
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return {"Adverse Outcomes": float(pos_pred[0][1]), "No Adverse Outcomes": float(pos_pred[0][0])}
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#Define interpret for y1/AE.
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