diff --git a/deeprvat/deeprvat/associate.py b/deeprvat/deeprvat/associate.py
index 17d8213a..aac9ce31 100644
--- a/deeprvat/deeprvat/associate.py
+++ b/deeprvat/deeprvat/associate.py
@@ -580,10 +580,10 @@ def regress_(
 
         # compute null_model for score test
         if len(np.unique(y)) == 2:
-            logger.info("Fitting binary model since only found two distinct y values")
+            logger.warning("Fitting binary model since only found two distinct y values")
             model_score = scoretest.ScoretestLogit(y, X)
         else:
-            logger.warning("Fitting linear model")
+            logger.info("Fitting linear model")
             model_score = scoretest.ScoretestNoK(y, X)
         genes_betas_pvals = [
             regress_on_gene_scoretest(gene, burdens[mask, i], model_score)