diff --git a/fluents/lib/blmplots.py b/fluents/lib/blmplots.py
index 58849dd..4f1a513 100644
--- a/fluents/lib/blmplots.py
+++ b/fluents/lib/blmplots.py
@@ -206,7 +206,7 @@ class PlsScorePlot(BlmScatterPlot):
 
 class PlsLoadingPlot(BlmScatterPlot):
     def __init__(self, model, absi=0, ordi=1):
-        title = "Pca loadings (%s)" %model._dataset['X'].get_name()
+        title = "Pls loadings (%s)" %model._dataset['X'].get_name()
         BlmScatterPlot.__init__(self, title, model, absi, ordi, part_name='P', color_by='w_tsq')