diff --git a/lab2/assignment3.R b/lab2/assignment3.R
index 6a4e8a67b7cb6a0e1fb362857833a62beb287adf..55584dfe74302b13021e619bf94bb6c43df1f77f 100644
--- a/lab2/assignment3.R
+++ b/lab2/assignment3.R
@@ -123,7 +123,7 @@ plot(
   type = "l",
   col = "blue",
   ylab = "Error",
-  xlab = "Iteration",
+  xlab = "Number of iterations",
   main = "Training and Test Errors over Iterations",
   ylim = c(0.25, 0.75),
   xlim = c(501, 10000),
diff --git a/lab2/figures/assignment3-4.eps b/lab2/figures/assignment3-4.eps
index 69a5a4f7fb2dcf69e798a51577fcf4911c308cf2..c96adf2c0a454ff675550229942f54346779150b 100644
--- a/lab2/figures/assignment3-4.eps
+++ b/lab2/figures/assignment3-4.eps
@@ -33039,8 +33039,8 @@ cp p1
 -0.210 (s o) tb
 -0.280 (ver Iterations) tb gr
 /Font1 findfont 12 s
-217.72 18.72 (Iter) 0 ta
--0.120 (ation) tb gr
+185.38 18.72 (Number of iter) 0 ta
+-0.120 (ations) tb gr
 12.96 157.20 (Error) .5 90 t
 59.04 73.44 419.76 240.96 cl
 1 0 0 srgb
diff --git a/lab2/figures/assignment3-4.png b/lab2/figures/assignment3-4.png
index d019ebed84522d2cfd0c22edc537f14854007cd0..e83a6f390a9ea7011be0a0336ab8aa9d1fa1e14c 100644
Binary files a/lab2/figures/assignment3-4.png and b/lab2/figures/assignment3-4.png differ