From bbb2f0825f62842784c332ef316ffca947b368be Mon Sep 17 00:00:00 2001
From: Vasil Zlatanov <v@skozl.com>
Date: Mon, 10 Dec 2018 17:13:06 +0000
Subject: Add baseline intro

---
 report2/paper.md | 8 ++------
 1 file 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}
-- 
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