I am training a neural network which produces the following errors (epoch number on the x axis). I have some questions regrading interpreting it.
When I say
model.predictis it giving me the result based on the final state (that is epoch 5000)?
Towards the end (and some places in the middle) there are places where the training error and validation error are farther apart. Does this mean that the model was over-fitting on those epochs?
Based on the graph, can one determine that the model was
bestat a certain epoch?
Does Keras have API methods to retrieve the model at a specific epoch so that I can retrieve the