close #80

gagolews · Jun 7, 2023 · 34733f5 · 34733f5
1 parent add975d
commit 34733f5
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diff --git a/DESCRIPTION b/DESCRIPTION
@@ -1,8 +1,8 @@
 Package: genieclust
 Type: Package
 Title: Fast and Robust Hierarchical Clustering with Noise Points Detection
-Version: 1.1.4
-Date: 2023-05-15
+Version: 1.1.4.9001
+Date: 2023-06-07
 Authors@R: c(
     person("Marek", "Gagolewski",
         role = c("aut", "cre", "cph"),

diff --git a/NEWS b/NEWS
@@ -1,6 +1,12 @@
 # Changelog
 
 
+## 1.1.4.9xxx (under development)
+
+* [BUGFIX] [Python] #80: fixed adjustment for `nmslib_n_neighbors`
+    in small samples.
+
+
 ## 1.1.4 (2023-03-31)
 
 *  [Python] The GIc algorithm no longer marked as experimental;

diff --git a/genieclust/__init__.py b/genieclust/__init__.py
@@ -21,7 +21,7 @@
 # ############################################################################ #
 
 # version string, e.g., "1.0.0.9001" or "1.1.1"
-__version__ = "1.1.4"
+__version__ = "1.1.4.9001"
 
 
 from . import plots

diff --git a/genieclust/genie.py b/genieclust/genie.py
@@ -430,7 +430,7 @@ def _get_mst_approx(self, X, cur_state):
                 nmslib.DistType.INT
 
         cur_state["nmslib_n_neighbors"] = min(
-            n_samples-1,
+            n_samples-2,
             max(1, cur_state["nmslib_n_neighbors"]))
 
         if cur_state["nmslib_n_neighbors"] < cur_state["M"]-1: