diff --git a/doc/py_api.rst b/doc/py_api.rst
index c6059c7785bb159578f5c5549d2f457113074454..81cfa10fe2409db548f552253c328b5f7d09c836 100644
--- a/doc/py_api.rst
+++ b/doc/py_api.rst
@@ -18,14 +18,11 @@ Classes
   bob.learn.em.GMMMachine
   bob.learn.em.WCCN
   bob.learn.em.Whitening
-
-..
-  TODO uncomment when implemented
-  bob.learn.em.ISVBase
   bob.learn.em.ISVMachine
-  bob.learn.em.JFABase
   bob.learn.em.JFAMachine
   bob.learn.em.IVectorMachine
+
+.. TODO Uncomment when implemented
   bob.learn.em.PLDABase
   bob.learn.em.PLDAMachine