diff --git a/mlair/run_modules/pre_processing.py b/mlair/run_modules/pre_processing.py
index bfb6dd4f9829639a4c8d3d9a78a8899e95f325ea..35ab796bfc9d9b37a6fc77fbbde9d90cec9ecd4a 100644
--- a/mlair/run_modules/pre_processing.py
+++ b/mlair/run_modules/pre_processing.py
@@ -460,7 +460,7 @@ class PreProcessing(RunEnvironment):
                            "neighbors", "plot_list", "plot_path", "regularizer", "restore_best_model_weights",
                            "snapshot_load_path", "snapshot_path", "stations", "tmp_path", "train_model",
                            "transformation", "use_multiprocessing", "cams_data_path", "cams_interp_method", 
-                           "do_bias_free_evaluation"]
+                           "do_bias_free_evaluation", "apriori_file", "model_path"]
         data_handler = self.data_store.get("data_handler")
         model_class = self.data_store.get("model_class")
         excluded_params = list(set(excluded_params + data_handler.store_attributes() + model_class.requirements()))