How to choose proper hyper-parameter for a new time series dataset

[KaoruMiyazono]

Hello, thank you for your excellent work. I've noticed that for classification tasks, each dataset has its own set of optimal hyperparameters. Not choosing the right ones can lead to poor results. I would like to ask: how should one select the proper hyperparameters when switching to a different dataset?Thank you very much for your explanation!