diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index a003ac05d1891c45721b127ac45837d32c9dee55..dfe113afeb09bc393baa6ebbec01d6f85cf16df3 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -121,20 +121,20 @@ class IcingIntensityNN:
         if day_night == 'DAY':
             self.train_params_l1b = train_params_l1b_day
             self.train_params_l2 = train_params_l2_day
-            if l1b_andor_l2 == 'both':
+            if l1b_or_l2 == 'both':
                 self.train_params = train_params_l1b_day + train_params_l2_day
-            elif l1b_andor_l2 == 'l1b':
+            elif l1b_or_l2 == 'l1b':
                 self.train_params = train_params_l1b_day
-            elif l1b_andor_l2 == 'l2':
+            elif l1b_or_l2 == 'l2':
                 self.train_params = train_params_l2_day
         else:
             self.train_params_l1b = train_params_l1b_night
             self.train_params_l2 = train_params_l2_night
-            if l1b_andor_l2 == 'both':
+            if l1b_or_l2 == 'both':
                 self.train_params = train_params_l1b_night + train_params_l2_night
-            elif l1b_andor_l2 == 'l1b':
+            elif l1b_or_l2 == 'l1b':
                 self.train_params = train_params_l1b_night
-            elif l1b_andor_l2 == 'l2':
+            elif l1b_or_l2 == 'l2':
                 self.train_params = train_params_l2_night
 
         self.train_data = None