diff --git a/bob/pad/base/algorithm/__init__.py b/bob/pad/base/algorithm/__init__.py
index db4ab762f253563a27b38d6410e91c0b133d53aa..cc2b6aa927747d32350ae70d2bcf82c691242cd7 100644
--- a/bob/pad/base/algorithm/__init__.py
+++ b/bob/pad/base/algorithm/__init__.py
@@ -1,7 +1,7 @@
 from .Algorithm import Algorithm
 from .SVM import SVM
-from OneClassGMM import OneClassGMM
-from LogRegr import LogRegr
+from .OneClassGMM import OneClassGMM
+from .LogRegr import LogRegr
 
 def __appropriate__(*args):
     """Says object was actually declared here, and not in the import module.