diff --git a/python/pyspark/ml/tests.py b/python/pyspark/ml/tests.py
index 51a3e8efe8b4..1c308308a02a 100755
--- a/python/pyspark/ml/tests.py
+++ b/python/pyspark/ml/tests.py
@@ -404,6 +404,18 @@ def test_copy_param_extras(self):
         self.assertEqual(tp._paramMap, copied_no_extra)
         self.assertEqual(tp._defaultParamMap, tp_copy._defaultParamMap)
 
+    def test_logistic_regression_check_thresholds(self):
+        self.assertIsInstance(
+            LogisticRegression(threshold=0.5, thresholds=[0.5, 0.5]),
+            LogisticRegression
+        )
+
+        self.assertRaisesRegexp(
+            ValueError,
+            "Logistic Regression getThreshold found inconsistent.*$",
+            LogisticRegression, threshold=0.42, thresholds=[0.5, 0.5]
+        )
+
 
 class EvaluatorTests(SparkSessionTestCase):
 
@@ -807,18 +819,6 @@ def test_logistic_regression(self):
         except OSError:
             pass
 
-    def logistic_regression_check_thresholds(self):
-        self.assertIsInstance(
-            LogisticRegression(threshold=0.5, thresholds=[0.5, 0.5]),
-            LogisticRegressionModel
-        )
-
-        self.assertRaisesRegexp(
-            ValueError,
-            "Logistic Regression getThreshold found inconsistent.*$",
-            LogisticRegression, threshold=0.42, thresholds=[0.5, 0.5]
-        )
-
     def _compare_params(self, m1, m2, param):
         """
         Compare 2 ML Params instances for the given param, and assert both have the same param value