Validation loss is same, but validation metric is increasing


Validation loss stayed same from 20th to 30th epoch, while the validation F1 score metric changed from 0.79 to 0.82.

  1. Can I please get some help in interpreting this?
  2. Also is it suggested to train it further in hope to get better validation metric score!?


Without knowing how the validation loss is defined, it is not possible to answer your first question.

Without knowing the problem or the inputs, it is not possible to answer your second question.