diff --git a/modules/machine_learning/classification.py b/modules/machine_learning/classification.py
index f35aaa9b7340b6353cc9be9d00ab4038ddeb85d9..9832ee7421f482a4dead9e60e8a30171037b639e 100644
--- a/modules/machine_learning/classification.py
+++ b/modules/machine_learning/classification.py
@@ -16,6 +16,7 @@ from sklearn.tree import export_graphviz
 
 # The independent variables (features) we want to use:
 params = ['cld_temp_acha', 'supercooled_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp', 'cld_cwp_dcomp']
+# params = ['cld_temp_acha', 'supercooled_cloud_fraction', 'cld_reff_dcomp', 'cld_opd_dcomp']
 
 
 def metrics(y_true, y_pred, y_pred_prob=None):