I have made an LSTM model and Bilstm model for the same prediction task and get some results. But I would like to compare both models by showing, for example, the features that we can get while using LSTM and the features that we can get while using Bilstm. Or do you know another way to compare them just in order to justify why using one is better than using the other one?
I need like an intuition that may lead to choosing one instead of the other one before the training.
Idea 1 : Visualize the hidden state of LSTM and BLSTM models.
What's your idea ?