@Mazhar_Shaikh Thank you for your input. My data is quite unbalanced (around 65% miss and 35% hit). Is the unbalance large enough to cause this error? It seems like, during validation, the model tries to predict the outcome but gets a very low accuracy, so it goes back to predicting all shots to be a miss and gets stuck on 65% accuracy.