I doubt you can use the mean per class accuracy to train your model. It’s just a metric to see, which model performs better. You can also use it for early stopping etc.
Your percentage doen’t add up to 100%. How did you calculate it?
It won’t ensure the network will get class3 right, but it’ll guide the model to focus stronger on the class.