Increase tolerance in sparse logistic regression test (#2027)

* Increase tolerance in sparse logistic regression test

* Update rtol

Author: avolkov-intel

onedal/linear_model/tests/test_logistic_regression.py

@@ -89,6 +89,7 @@ def test_csr(queue, dtype, dims):
         model_sp.fit(X_sp, y, queue=queue)
         pred_sp = model_sp.predict(X_sp, queue=queue)
 
-        assert_allclose(pred, pred_sp)
-        assert_allclose(model.coef_, model_sp.coef_)
-        assert_allclose(model.intercept_, model_sp.intercept_)
+        rtol = 2e-4
+        assert_allclose(pred, pred_sp, rtol=rtol)
+        assert_allclose(model.coef_, model_sp.coef_, rtol=rtol)
+        assert_allclose(model.intercept_, model_sp.intercept_, rtol=rtol)

sklearnex/linear_model/tests/test_logreg.py

@@ -127,7 +127,8 @@ def test_csr(queue, dtype, dims):
             pred_sp = model_sp.predict(X_sp)
             prob_sp = model_sp.predict_proba(X_sp)
 
-        assert_allclose(pred, pred_sp)
-        assert_allclose(prob, prob_sp)
-        assert_allclose(model.coef_, model_sp.coef_, rtol=1e-4)
-        assert_allclose(model.intercept_, model_sp.intercept_, rtol=1e-4)
+        rtol = 2e-4
+        assert_allclose(pred, pred_sp, rtol=rtol)
+        assert_allclose(prob, prob_sp, rtol=rtol)
+        assert_allclose(model.coef_, model_sp.coef_, rtol=rtol)
+        assert_allclose(model.intercept_, model_sp.intercept_, rtol=rtol)