diff --git a/DESCRIPTION b/DESCRIPTION
index e4c5d1b..4e116cd 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -19,4 +19,4 @@ Suggests:
 Copyright: ANN library is copyright University of Maryland and
     Sunil Arya and David Mount. See file COPYRIGHT for details.
 Encoding: UTF-8
-RoxygenNote: 7.0.2
+RoxygenNote: 7.3.2
diff --git a/man/RANN-package.Rd b/man/RANN-package.Rd
index 2c1000e..a91eea0 100644
--- a/man/RANN-package.Rd
+++ b/man/RANN-package.Rd
@@ -6,7 +6,7 @@
 \alias{RANN}
 \title{Wrapper for Arya and Mount's Approximate Nearest Neighbours (ANN) C++ library}
 \description{
-Wrapper for Arya and Mount's Approximate Nearest Neighbours (ANN) C++ library
+Finds the k nearest neighbours for every point in a given dataset in O(N log N) time using Arya and Mount's ANN library (v1.1.3). There is support for approximate as well as exact searches, fixed radius searches and 'bd' as well as 'kd' trees. The distance is computed using the L2 (Euclidean) metric. Please see package 'RANN.L1' for the same functionality using the L1 (Manhattan, taxicab) metric.
 }
 \seealso{
 \code{\link{nn2}}