From a6f37e51631aae2bc993101102e5a955efe78605 Mon Sep 17 00:00:00 2001
From: Victoriya Fedotova <victoriya.s.fedotova@intel.com>
Date: Tue, 22 Oct 2024 04:09:29 -0700
Subject: [PATCH 1/2] Remove deselection of sparse sigmiod kernels tests

---
 onedal/svm/tests/test_csr_svm.py | 6 ++----
 onedal/svm/tests/test_nusvr.py   | 2 --
 onedal/svm/tests/test_svr.py     | 2 --
 3 files changed, 2 insertions(+), 8 deletions(-)

diff --git a/onedal/svm/tests/test_csr_svm.py b/onedal/svm/tests/test_csr_svm.py
index e4a05a030e..d774b2c135 100644
--- a/onedal/svm/tests/test_csr_svm.py
+++ b/onedal/svm/tests/test_csr_svm.py
@@ -142,8 +142,8 @@ def _test_iris(queue, kernel):
 @pytest.mark.parametrize("queue", get_queues())
 @pytest.mark.parametrize("kernel", ["linear", "rbf", "poly", "sigmoid"])
 def test_iris(queue, kernel):
-    if kernel == "rbf":
-        pytest.skip("RBF CSR SVM test failing in 2025.0.")
+    # if kernel == "rbf":
+    #     pytest.skip("RBF CSR SVM test failing in 2025.0.")
     _test_iris(queue, kernel)
 
 
@@ -162,8 +162,6 @@ def _test_diabetes(queue, kernel):
 @pytest.mark.parametrize("queue", get_queues())
 @pytest.mark.parametrize("kernel", ["linear", "rbf", "poly", "sigmoid"])
 def test_diabetes(queue, kernel):
-    if kernel == "sigmoid":
-        pytest.skip("Sparse sigmoid kernel function is buggy.")
     _test_diabetes(queue, kernel)
 
 
diff --git a/onedal/svm/tests/test_nusvr.py b/onedal/svm/tests/test_nusvr.py
index 1bec991961..aafd5759c4 100644
--- a/onedal/svm/tests/test_nusvr.py
+++ b/onedal/svm/tests/test_nusvr.py
@@ -109,8 +109,6 @@ def _test_diabetes_compare_with_sklearn(queue, kernel):
 @pytest.mark.parametrize("queue", get_queues())
 @pytest.mark.parametrize("kernel", ["linear", "rbf", "poly", "sigmoid"])
 def test_diabetes_compare_with_sklearn(queue, kernel):
-    if kernel == "sigmoid":
-        pytest.skip("Sparse sigmoid kernel function is buggy.")
     _test_diabetes_compare_with_sklearn(queue, kernel)
 
 
diff --git a/onedal/svm/tests/test_svr.py b/onedal/svm/tests/test_svr.py
index a9000ff5f7..3e33f0190f 100644
--- a/onedal/svm/tests/test_svr.py
+++ b/onedal/svm/tests/test_svr.py
@@ -124,8 +124,6 @@ def _test_diabetes_compare_with_sklearn(queue, kernel):
 @pytest.mark.parametrize("queue", get_queues())
 @pytest.mark.parametrize("kernel", ["linear", "rbf", "poly", "sigmoid"])
 def test_diabetes_compare_with_sklearn(queue, kernel):
-    if kernel == "sigmoid":
-        pytest.skip("Sparse sigmoid kernel function is buggy.")
     _test_diabetes_compare_with_sklearn(queue, kernel)
 
 

From b172cf7334f45cd0330d9f11f85f0d451795867b Mon Sep 17 00:00:00 2001
From: Victoriya Fedotova <victoriya.s.fedotova@intel.com>
Date: Tue, 22 Oct 2024 04:11:56 -0700
Subject: [PATCH 2/2] Fix incorrect commenting out

---
 onedal/svm/tests/test_csr_svm.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/onedal/svm/tests/test_csr_svm.py b/onedal/svm/tests/test_csr_svm.py
index d774b2c135..5dfd3c037e 100644
--- a/onedal/svm/tests/test_csr_svm.py
+++ b/onedal/svm/tests/test_csr_svm.py
@@ -142,8 +142,8 @@ def _test_iris(queue, kernel):
 @pytest.mark.parametrize("queue", get_queues())
 @pytest.mark.parametrize("kernel", ["linear", "rbf", "poly", "sigmoid"])
 def test_iris(queue, kernel):
-    # if kernel == "rbf":
-    #     pytest.skip("RBF CSR SVM test failing in 2025.0.")
+    if kernel == "rbf":
+        pytest.skip("RBF CSR SVM test failing in 2025.0.")
     _test_iris(queue, kernel)