diff --git a/nomenklatura/data/regression-v3.pkl b/nomenklatura/data/regression-v3.pkl
index 39078a8..7a95c01 100644
Binary files a/nomenklatura/data/regression-v3.pkl and b/nomenklatura/data/regression-v3.pkl differ
diff --git a/nomenklatura/xref.py b/nomenklatura/xref.py
index b3d8447..da0a845 100644
--- a/nomenklatura/xref.py
+++ b/nomenklatura/xref.py
@@ -78,7 +78,6 @@ def xref(
 
             if scored:
                 result = algorithm.compare(left, right)
-                #print("xref", result)
                 score = result.score
 
             scores.append(score)
diff --git a/tests/matching/test_regression_v3.py b/tests/matching/test_regression_v3.py
index d98c38e..3407111 100644
--- a/tests/matching/test_regression_v3.py
+++ b/tests/matching/test_regression_v3.py
@@ -132,7 +132,7 @@ def test_name_country():
     data["id"] = "mike2"
     e2 = Entity.from_dict(model, data)
     res = RegressionV3.compare(e1, e2)
-    assert 0.89 < res.score < 0.93, res
+    assert 0.92 < res.score < 0.95, res
 
 
 def test_name_match():
@@ -171,7 +171,7 @@ def test_name_address():
             "id": "a",
             "schema": "Company",
             "properties": {
-                "name": ["The AAA Weapons and Munitions Factory Joint Stock Company"],
+                "name": ["The AAA Weapons and MunitionS Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
@@ -182,7 +182,7 @@ def test_name_address():
             "id": "b",
             "schema": "Company",
             "properties": {
-                "name": ["The BBB Weapons and Munitions Factory Joint Stock Company"],
+                "name": ["The BBB Weapons and MunitionS Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
@@ -193,16 +193,17 @@ def test_name_address():
             "id": "c",
             "schema": "Company",
             "properties": {
-                "name": ["The AAA Weapons and Ammunition Factory Joint Stock Company"],
+                "name": ["The AAA Weapons and MunitioN Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
     )
     ac = RegressionV3.compare(a, c)
-    assert 0.5 < ac.score < 0.9
+    assert 0.87 < ac.score < 0.93
     ab = RegressionV3.compare(a, b)
-    assert 0.5 < ab.score < 0.9
-
+    assert 0.87 < ab.score < 0.93
+    bc = RegressionV3.compare(b, c)
+    assert 0.84 < bc.score < 0.93
 
 def test_isin():
     """name and country together shouldn't be too strong"""
diff --git a/tests/test_xref.py b/tests/test_xref.py
index 2928143..4a99e50 100644
--- a/tests/test_xref.py
+++ b/tests/test_xref.py
@@ -43,7 +43,7 @@ def test_xref_potential_conflicts(
             "id": "a",
             "schema": "Company",
             "properties": {
-                "name": ["The AAA Weapons and Munitions Factory Joint Stock Company"],
+                "name": ["The AAA Weapons and MunitionS Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
@@ -54,7 +54,7 @@ def test_xref_potential_conflicts(
             "id": "b",
             "schema": "Company",
             "properties": {
-                "name": ["The BBB Weapons and Munitions Factory Joint Stock Company"],
+                "name": ["The BBB Weapons and MunitionS Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
@@ -65,7 +65,7 @@ def test_xref_potential_conflicts(
             "id": "c",
             "schema": "Company",
             "properties": {
-                "name": ["The AAA Weapons and Ammunition Factory Joint Stock Company"],
+                "name": ["The AAA Weapons and MunitioN Factory Joint Stock Company"],
                 "address": ["Moscow"],
             },
         },
@@ -83,7 +83,7 @@ def test_xref_potential_conflicts(
         store,
         index_path,
         algorithm=RegressionV3,
-        conflicting_match_threshold=0.9,
+        conflicting_match_threshold=0.8,
     )
     stdout = capsys.readouterr().out
 
@@ -95,5 +95,3 @@ def test_xref_potential_conflicts(
     assert a.get("name")[0] in flat, stdout
     assert b.get("name")[0] in flat, stdout
     assert c.get("name")[0] in flat, stdout
-    print(stdout)
-    assert False