diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_decomposable_dense.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_decomposable_dense.cpp
index b6b67f692..b0db2287b 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_decomposable_dense.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_decomposable_dense.cpp
@@ -44,8 +44,11 @@ namespace boosting {
         };
         auto bitDecomposableMatrixVisitor =
           [&](std::unique_ptr<IQuantizationMatrix<BitDecomposableStatisticView>>& quantizationMatrixPtr) {
-            // TODO Implement
-            throw std::runtime_error("not implemented");
+            statisticsPtr = std::make_unique<
+              DenseDecomposableStatistics<Loss, OutputMatrix, IQuantizationMatrix<BitDecomposableStatisticView>,
+                                          BitDecomposableStatisticVector, EvaluationMeasure>>(
+              std::move(quantizationMatrixPtr), std::move(lossPtr), std::move(evaluationMeasurePtr),
+              ruleEvaluationFactory, outputMatrix, std::move(statisticMatrixPtr), std::move(scoreMatrixPtr));
         };
         quantizationPtr->visitQuantizationMatrix(denseDecomposableMatrixVisitor, bitDecomposableMatrixVisitor, {}, {});
         return statisticsPtr;
diff --git a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_non_decomposable_dense.cpp b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_non_decomposable_dense.cpp
index fae99bb6c..50f8a7534 100644
--- a/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_non_decomposable_dense.cpp
+++ b/cpp/subprojects/boosting/src/mlrl/boosting/statistics/statistics_provider_non_decomposable_dense.cpp
@@ -158,8 +158,12 @@ namespace boosting {
                 };
                 auto bitDecomposableMatrixVisitor =
                   [&](std::unique_ptr<IQuantizationMatrix<BitDecomposableStatisticView>>& quantizationMatrixPtr) {
-                    // TODO Implement
-                    throw std::runtime_error("not implemented");
+                    statisticsPtr = std::make_unique<
+                      DenseDecomposableStatistics<Loss, OutputMatrix, IQuantizationMatrix<BitDecomposableStatisticView>,
+                                                  BitDecomposableStatisticVector, EvaluationMeasure>>(
+                      std::move(quantizationMatrixPtr), std::move(this->lossPtr_),
+                      std::move(this->evaluationMeasurePtr_), ruleEvaluationFactory, this->outputMatrix_,
+                      std::move(decomposableStatisticMatrixPtr), std::move(this->scoreMatrixPtr_));
                 };
                 quantizationPtr->visitQuantizationMatrix(denseDecomposableMatrixVisitor, bitDecomposableMatrixVisitor,
                                                          {}, {});