diff --git a/bob/bio/base/test/dummy/config.py b/bob/bio/base/test/dummy/config.py
index c2e3b48aacd5970e664d700afb64eb5c7dcad509..2105ebce47f4c5aef1edcd27ee3cb12ea68760ff 100644
--- a/bob/bio/base/test/dummy/config.py
+++ b/bob/bio/base/test/dummy/config.py
@@ -1,7 +1,7 @@
-from .database import database
-from .preprocessor import preprocessor
-from .extractor import extractor
-from .algorithm import algorithm
+from bob.bio.base.test.dummy.database import database
+from bob.bio.base.test.dummy.preprocessor import preprocessor
+from bob.bio.base.test.dummy.extractor import extractor
+from bob.bio.base.test.dummy.algorithm import algorithm
 zt_norm = True
 verbose = 1
 sub_directory = "test_dummy"
diff --git a/bob/bio/base/test/test_scripts.py b/bob/bio/base/test/test_scripts.py
index cb0f13b228251c5ce73190b4988a54d5fc65ebf1..0226f6de17bba1a9cf449d48801b316f651995dd 100644
--- a/bob/bio/base/test/test_scripts.py
+++ b/bob/bio/base/test/test_scripts.py
@@ -61,7 +61,19 @@ def _verify(parameters, test_dir, sub_dir, ref_modifier="", score_modifier=('sco
     shutil.rmtree(test_dir)
 
 
-def test_verify_config():
+def test_verify_single_config():
+  test_dir = tempfile.mkdtemp(prefix='bobtest_')
+  # define dummy parameters
+  parameters = [
+      os.path.join(dummy_dir, 'config.py'),
+      '--temp-directory', test_dir,
+      '--result-directory', test_dir
+  ]
+
+  _verify(parameters, test_dir, 'test_dummy')
+
+
+def test_verify_multiple_config():
   test_dir = tempfile.mkdtemp(prefix='bobtest_')
   # define dummy parameters
   parameters = [