Update README.md

README.md

@@ -24,8 +24,8 @@ training methodology:
 - evaluate test split only on the model that performed best on validation loss
 
 result summary:
-- throughout the five training epochs, model of second epoch achieved the lowest validation loss of 0.1909
-- on test split second epoch model achieved f1 score of 0.9427 and a test loss of 0.2168
+- throughout the five training epochs, model of fourth epoch achieved the lowest validation loss of 0.1909
+- on test split fourth epoch model achieved f1 score of 0.9427 and a test loss of 0.2168
 
 usage: