diff --git a/Installation/changes.html b/Installation/changes.html
index 99096ba6b1f..9e31e8d04ec 100644
--- a/Installation/changes.html
+++ b/Installation/changes.html
@@ -191,7 +191,8 @@ and src/ directories).
-
Improved the performance of the kd-tree in some cases:
- 1. Not storing the points coordinates inside the tree usually
+
+ - Not storing the points coordinates inside the tree usually
generates a lot of cache misses, leading to non-optimal
performance. This is the case when indices are stored inside
the tree, or when the points coordinates are stored in a
@@ -204,11 +205,14 @@ and
src/ directories).
consumption but provides better search performance. See the updated
GeneralDistance and FuzzyQueryItem
concepts for additional requirements when using such a cache.
- 2. In most cases (e.g., Euclidean distance), the distance computation
+
+ - In most cases (e.g., Euclidean distance), the distance computation
algorithm knows before its end that the distance will be greater
than or equal to some given value. This is used in the (orthogonal)
k-NN search to interrupt some distance computations before its end,
saving precious milliseconds, in particular in medium-to-high dimension.
+
+