How to Plot Accuracy instead of RMSE in the training progress graph of 'trainNetwork'

Hi every One

I am using LSTM For prediction and for my Train data I use Train Network.

one of the options of Train network is training progress but after i ruun my code It only plot RMSE of the seqence what should I do to change it to Accuracy ?

Thanks in advance

Answer 1

[Yash Sharma]

To plot accuracy instead of RMSE in the training progress graph when using trainNetwork with LSTM for a classification task, you need to ensure that your network and training options are set up for classification. This involves using a classification layer and specifying accuracy as a metric in the training options.

Here’s how you can do it:

1. Ensure the network is set up for classification: Use a softmax layer and a classification layer.
2. Specify accuracy as a metric: Use the trainingOptions function to specify accuracy as a metric.