diff --git a/doc/src/Regression/Regression.do.txt b/doc/src/Regression/Regression.do.txt
index 42d10a252..6398904bd 100644
--- a/doc/src/Regression/Regression.do.txt
+++ b/doc/src/Regression/Regression.do.txt
@@ -719,7 +719,7 @@ How can we use the singular value decomposition to find the parameters $\beta_j$
 
 !split
 =====  Logistic regression =====
-
+Add discussion about classification versus regression, show examples of more than two cases and why regression is not the best approach. Motivate for k-nearest neighbors