diff --git a/python-scikit-learn.spec b/python-scikit-learn.spec
index e2c8b63..d4bf1a8 100644
--- a/python-scikit-learn.spec
+++ b/python-scikit-learn.spec
@@ -11,7 +11,7 @@ in various contexts.
 
 Name: python-scikit-learn
 Version: 0.17.1
-Release: 3%{?dist}
+Release: 4%{?dist}
 Summary: %{sum}
 License: BSD
 
@@ -26,8 +26,6 @@ Patch2: sklearn-np11.patch
 BuildRequires: python2-devel python3-devel
 BuildRequires: atlas-devel blas-devel
 
-%{?python_provide:%python_provide python-%{srcname}}
-
 # we don't want to provide private python extension libs
 %global __provides_exclude_from ^(%{python2_sitearch}|%{python3_sitearch})/.*\\.so$
 
@@ -45,6 +43,11 @@ Requires: numpy
 Requires: scipy
 Requires: python2-joblib >= 0.9.4
 
+Provides: python-sklearn = %{version}-%{release}
+Provides: python-sklearn%{?_isa} = %{version}-%{release}
+Provides: python2-sklearn = %{version}-%{release}
+Provides: python2-sklearn%{?_isa} = %{version}-%{release}
+
 Provides: %{name} = %{version}-%{release}
 Provides: %{name}%{?_isa} = %{version}-%{release}
 Obsoletes: %{name} <= 0.17.1-2
@@ -63,6 +66,9 @@ BuildRequires: atlas-devel
 BuildRequires: python3-Cython python3-pillow
 Requires: python3-numpy python3-scipy python3-joblib >= 0.9.4
 
+Provides: python3-sklearn = %{version}-%{release}
+Provides: python3-sklearn%{?_isa} = %{version}-%{release}
+
 %description -n python3-%{srcname}
 %{common_description}
 
@@ -116,6 +122,9 @@ popd
 %{python3_sitearch}/scikit_learn-*.egg-info
 
 %changelog
+* Wed Mar 30 2016 Björn Esser <fedora@besser82.io> - 0.17.1-4
+- add Provides for python(2|3)-sklearn
+
 * Wed Mar 30 2016 Björn Esser <fedora@besser82.io> - 0.17.1-3
 - add proper Provides and Obsoletes