diff --git a/MParT/MapFactory.h b/MParT/MapFactory.h
index 162e1c39..73b90957 100644
--- a/MParT/MapFactory.h
+++ b/MParT/MapFactory.h
@@ -145,22 +145,22 @@ namespace mpart{
             unsigned int inputDim, unsigned int totalOrder, Eigen::Ref<const Eigen::RowVectorXd> centers,
             MapOptions opts) {
             StridedVector<const double, Kokkos::HostSpace> centersVec = ConstVecToKokkos<double, Kokkos::HostSpace>(centers);
-            Kokkos::View<const double*, MemorySpace> centers_d = Kokkos::create_mirror_view_and_copy(MemorySpace(), centersVec);
-            return CreateSigmoidComponent<MemorySpace>(inputDim, totalOrder, centers_d, opts);
+            Kokkos::View<const double*, MemorySpace> centers = Kokkos::create_mirror_view_and_copy(MemorySpace(), centersVec);
+            return CreateSigmoidComponent<MemorySpace>(inputDim, totalOrder, centers, opts);
         }
 
         template<typename MemorySpace>
         std::shared_ptr<ConditionalMapBase<MemorySpace>> CreateSigmoidComponent(
-            FixedMultiIndexSet<MemorySpace> mset_diag,
+            FixedMultiIndexSet<MemorySpace> mset,
             StridedVector<const double, MemorySpace> centers, MapOptions opts);
 
         template<typename MemorySpace>
         std::shared_ptr<ConditionalMapBase<MemorySpace>> CreateSigmoidComponent(
-            FixedMultiIndexSet<MemorySpace> mset_diag,
+            FixedMultiIndexSet<MemorySpace> mset,
             Eigen::Ref<const Eigen::RowVectorXd> centers, MapOptions opts) {
             StridedVector<const double, Kokkos::HostSpace> centersVec = ConstVecToKokkos<double, Kokkos::HostSpace>(centers);
-            Kokkos::View<const double*, MemorySpace> centers_d = Kokkos::create_mirror_view_and_copy(MemorySpace(), centersVec);
-            return CreateSigmoidComponent<MemorySpace>(mset_diag, centers_d, opts);
+            Kokkos::View<const double*, MemorySpace> centers = Kokkos::create_mirror_view_and_copy(MemorySpace(), centersVec);
+            return CreateSigmoidComponent<MemorySpace>(mset, centers, opts);
         }
 
         template<typename MemorySpace>
diff --git a/bindings/julia/src/MapFactory.cpp b/bindings/julia/src/MapFactory.cpp
index 4d6203c8..016900e2 100644
--- a/bindings/julia/src/MapFactory.cpp
+++ b/bindings/julia/src/MapFactory.cpp
@@ -19,9 +19,9 @@ void mpart::binding::MapFactoryWrapper(jlcxx::Module &mod) {
     });
 
     // CreateSigmoidComponent
-    mod.method("CreateSigmoidComponent", [](FixedMultiIndexSet<MemorySpace> mset_diag, jlcxx::ArrayRef<double,1> centers, MapOptions opts){
+    mod.method("CreateSigmoidComponent", [](FixedMultiIndexSet<MemorySpace> mset, jlcxx::ArrayRef<double,1> centers, MapOptions opts){
         StridedVector<const double, MemorySpace> centersVec = JuliaToKokkos(centers);
-        return MapFactory::CreateSigmoidComponent<Kokkos::HostSpace>(mset_diag, centersVec, opts);
+        return MapFactory::CreateSigmoidComponent<Kokkos::HostSpace>(mset, centersVec, opts);
     });
 
     // CreateSigmoidTriangular
diff --git a/src/MapFactory.cpp b/src/MapFactory.cpp
index 23792f85..c648693d 100644
--- a/src/MapFactory.cpp
+++ b/src/MapFactory.cpp
@@ -232,13 +232,6 @@ std::shared_ptr<ConditionalMapBase<MemorySpace>> CreateSigmoidExpansionTemplate(
     StridedVector<double, MemorySpace> centers, double edgeWidth)
 {
     unsigned int inputDim = mset_diag.Length();
-    // if(inputDim != 1 && inputDim != mset_offdiag.Length() + 1) {
-    //     std::stringstream ss;
-    //     ss << "Mismatched input dimensions for offdiag and diag multiindex sets\n"
-    //     << "offdiag: " << mset_offdiag.Length() << "\n"
-    //     << "diag: " << mset_diag.Length();
-    //     ProcAgnosticError<std::invalid_argument>(ss.str().c_str());
-    // }
     using Sigmoid_T = Sigmoid1d<MemorySpace, SigmoidType, EdgeType>;
     using Eval_T = BasisEvaluator<BasisHomogeneity::OffdiagHomogeneous, Kokkos::pair<OffdiagEval, Sigmoid_T>, Rectifier>;
     auto sigmoid = CreateSigmoid<MemorySpace, SigmoidType, EdgeType>(inputDim, centers, edgeWidth);
diff --git a/tests/Test_MapFactory.cpp b/tests/Test_MapFactory.cpp
index 6830a1f8..a0253af2 100644
--- a/tests/Test_MapFactory.cpp
+++ b/tests/Test_MapFactory.cpp
@@ -260,15 +260,14 @@ TEST_CASE( "Testing factory method for Sigmoid Component", "[MapFactorySigmoidCo
         }
     }
     SECTION("Create Sigmoid Component from fixed msets") {
-        // FixedMultiIndexSet<MemorySpace> mset_offdiag(inputDim-1, maxDegree);
         // Make some arbitrary limiter
         auto limiter = [maxDegree](MultiIndex const& index){
             return index.Get(index.Length()-1) != 0 && index.Sum() == maxDegree;
         };
-        FixedMultiIndexSet<MemorySpace> mset_diag = MultiIndexSet::CreateTotalOrder(inputDim, maxDegree, limiter).Fix(true);
-        std::shared_ptr<ConditionalMapBase<MemorySpace>> map = MapFactory::CreateSigmoidComponent<MemorySpace>(mset_diag, centers, options);
+        FixedMultiIndexSet<MemorySpace> mset= MultiIndexSet::CreateTotalOrder(inputDim, maxDegree, limiter).Fix(true);
+        std::shared_ptr<ConditionalMapBase<MemorySpace>> map = MapFactory::CreateSigmoidComponent<MemorySpace>(mset, centers, options);
         REQUIRE(map != nullptr);
-        REQUIRE(map->numCoeffs == mset_diag.Size());
+        REQUIRE(map->numCoeffs == mset.Size());
     }
     SECTION("Create Triangular Sigmoid Map From Components") {
         std::vector<std::shared_ptr<ConditionalMapBase<MemorySpace>>> maps;