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multiclass ROC AUC curve

def multiclass_roc_auc_score(y_test, y_pred, average="macro"):
	lb = LabelBinarizer()    
    lb.fit(y_test)
    y_test = lb.transform(y_test)    
    y_pred = lb.transform(y_pred)
    return roc_auc_score(y_test, y_pred, average=average)
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