diff --git a/explainability/compute_shap_inter_vals.py b/explainability/compute_shap_inter_vals.py
index cebd24323a4e64cbab0846da12824bc043bbe76f..fdb8fe8c9f99ee37f98a243e7868991797886b47 100644
--- a/explainability/compute_shap_inter_vals.py
+++ b/explainability/compute_shap_inter_vals.py
@@ -70,7 +70,7 @@ if __name__ == "__main__":
             print(f"{group}-{method_names[j]}")
             method_name = method_names[j]
             model_name = model_choices[method_name]
-            model_path = f"./output/fitted_models/{group}_{method_names[j]}_{model_name}.pkl"
+            model_path = f"../model_selection/output/fitted_models/{group}_{method_names[j]}_{model_name}.pkl"
             # Load the fitted model from disk
             with open(model_path, 'rb') as file:
                 fitted_model = pickle.load(file)
diff --git a/explainability/compute_shap_vals.py b/explainability/compute_shap_vals.py
index bad3860fa88c4139dcd02917bb1a1d0ef063a40c..b9625fb48976e32267b78abfab0631506b835ccb 100644
--- a/explainability/compute_shap_vals.py
+++ b/explainability/compute_shap_vals.py
@@ -70,7 +70,7 @@ if __name__ == "__main__":
             print(f"{group}-{method_names[j]}")
             method_name = method_names[j]
             model_name = model_choices[method_name]
-            model_path = f"./output/fitted_models/{group}_{method_names[j]}_{model_name}.pkl"
+            model_path = f"../model_selection/output/fitted_models/{group}_{method_names[j]}_{model_name}.pkl"
             # Load the fitted model from disk
             with open(model_path, 'rb') as file:
                 fitted_model = pickle.load(file)
diff --git a/explainability/fit_final_models.py b/model_selection/fit_final_models.py
similarity index 100%
rename from explainability/fit_final_models.py
rename to model_selection/fit_final_models.py
diff --git a/explainability/output/fitted_models/post_ORIG_CW_RF.pkl b/model_selection/output/fitted_models/post_ORIG_CW_RF.pkl
similarity index 100%
rename from explainability/output/fitted_models/post_ORIG_CW_RF.pkl
rename to model_selection/output/fitted_models/post_ORIG_CW_RF.pkl
diff --git a/explainability/output/fitted_models/post_ORIG_XGB.pkl b/model_selection/output/fitted_models/post_ORIG_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/post_ORIG_XGB.pkl
rename to model_selection/output/fitted_models/post_ORIG_XGB.pkl
diff --git a/explainability/output/fitted_models/post_OVER_XGB.pkl b/model_selection/output/fitted_models/post_OVER_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/post_OVER_XGB.pkl
rename to model_selection/output/fitted_models/post_OVER_XGB.pkl
diff --git a/explainability/output/fitted_models/post_UNDER_XGB.pkl b/model_selection/output/fitted_models/post_UNDER_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/post_UNDER_XGB.pkl
rename to model_selection/output/fitted_models/post_UNDER_XGB.pkl
diff --git a/explainability/output/fitted_models/pre_ORIG_CW_RF.pkl b/model_selection/output/fitted_models/pre_ORIG_CW_RF.pkl
similarity index 100%
rename from explainability/output/fitted_models/pre_ORIG_CW_RF.pkl
rename to model_selection/output/fitted_models/pre_ORIG_CW_RF.pkl
diff --git a/explainability/output/fitted_models/pre_ORIG_XGB.pkl b/model_selection/output/fitted_models/pre_ORIG_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/pre_ORIG_XGB.pkl
rename to model_selection/output/fitted_models/pre_ORIG_XGB.pkl
diff --git a/explainability/output/fitted_models/pre_OVER_XGB.pkl b/model_selection/output/fitted_models/pre_OVER_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/pre_OVER_XGB.pkl
rename to model_selection/output/fitted_models/pre_OVER_XGB.pkl
diff --git a/explainability/output/fitted_models/pre_UNDER_XGB.pkl b/model_selection/output/fitted_models/pre_UNDER_XGB.pkl
similarity index 100%
rename from explainability/output/fitted_models/pre_UNDER_XGB.pkl
rename to model_selection/output/fitted_models/pre_UNDER_XGB.pkl