1 files changed, 2 insertions, 6 deletions
diff --git a/report2/paper.md b/report2/paper.md
index dc07241..2173cf1 100755
--- a/report2/paper.md
+++ b/report2/paper.md
@@ -29,6 +29,8 @@ Alternative distance metrics exist such as jaccardian and mahalanobis, which can
 
 # Baseline Evaluation
 
+To evaluate improvements brought by alternative distance learning metrics a baseline is established as trough nearest neighbour identification as previously described.
+
 \begin{figure}
 \begin{center}
 \includegraphics[width=20em]{fig/baseline.pdf}
@@ -55,12 +57,6 @@ Alternative distance metrics exist such as jaccardian and mahalanobis, which can
 \end{center}
 \end{figure}
 
-
-TODO:
-~~
-s/kNN/NN/
-~~
-
 \begin{figure}
 \begin{center}
 \includegraphics[width=20em]{fig/comparison.pdf}