From 6251fa4a32830a7a43d90768d48e91aac7aa971f Mon Sep 17 00:00:00 2001
From: HashiamKadhim <hashiamkadhim@gmail.com>
Date: Thu, 29 Dec 2016 09:40:16 -0500
Subject: [PATCH] fixed minor typo

Acquisition function defaults to Upper Confidence Bound, not Expected Improvement
---
 bayes_opt/bayesian_optimization.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bayes_opt/bayesian_optimization.py b/bayes_opt/bayesian_optimization.py
index c1f4d9d12..5d37c5d94 100644
--- a/bayes_opt/bayesian_optimization.py
+++ b/bayes_opt/bayesian_optimization.py
@@ -227,7 +227,7 @@ def maximize(self,
             sampled must be specified.
 
         :param acq:
-            Acquisition function to be used, defaults to Expected Improvement.
+            Acquisition function to be used, defaults to Upper Confidence Bound.
 
         :param gp_params:
             Parameters to be passed to the Scikit-learn Gaussian Process object