diff --git a/src/feature_creation/feature_space/FeatureSpace.cpp b/src/feature_creation/feature_space/FeatureSpace.cpp
index e7aa2a392b407f165643cc38ee43cbf66df9b418..fbe072873c6547e3527d6a9c31d1d34ad4a72074 100644
--- a/src/feature_creation/feature_space/FeatureSpace.cpp
+++ b/src/feature_creation/feature_space/FeatureSpace.cpp
@@ -393,13 +393,6 @@ void FeatureSpace::generate_feature_space()
                     [feat_ind](node_ptr n1, node_ptr n2){return n1->sort_score(feat_ind) < n2->sort_score(feat_ind);}
                 );
 
-                for(int ii = 0; ii < _phi.size(); ++ii)
-                {
-                    unsigned long long sc = _phi[ii]->sort_score(new_phi_size);
-                    std::cout << std::setw(24) << std::left << std::scientific << sc << _phi[ii]->expr() << std::endl;
-                }
-                std::cout << "----------------------------------------------------------" << std::endl;
-
                 // Reindex sorted features
                 std::for_each(
                     _phi.begin() + _start_gen.back(),
@@ -966,7 +959,7 @@ void FeatureSpace::sis(const std::vector<double>& prop)
             for(auto& sel : selected)
             {
                 out_file_stream << std::setw(14) <<std::left << cur_feat << _phi_selected[cur_feat]->postfix_expr() << std::endl;
-                sum_file_stream << std::setw(14) <<std::left << cur_feat << std::setw(24) << std::setprecision(10) << std::left << -1 * std::get<1>(sel);
+                sum_file_stream << std::setw(14) <<std::left << cur_feat << std::setw(24) << std::setprecision(18) << std::left << -1 * std::get<1>(sel);
                 sum_file_stream << _phi_selected[cur_feat]->expr() << std::endl;
 
                 ++cur_feat;
@@ -1005,7 +998,7 @@ void FeatureSpace::sis(const std::vector<double>& prop)
         {
             node_value_arrs::clear_temp_reg();
             out_file_stream << std::setw(14) <<std::left << cur_feat << phi_sel[ind]->postfix_expr() << std::endl;
-            sum_file_stream << std::setw(14) <<std::left << cur_feat << std::setw(24) << std::setprecision(10) << std::left << -1 * scores_sel[ind];
+            sum_file_stream << std::setw(14) <<std::left << cur_feat << std::setw(24) << std::setprecision(18) << std::left << -1 * scores_sel[ind];
             sum_file_stream << phi_sel[ind]->expr() << std::endl;
 
             _phi_selected.push_back(phi_sel[ind]);