Is the above technique(model) valid, when I train on Laptop dataset and test it on say Restaurant Dataset?

[ptiwari2407]

I am trying to develop a general solution, where I train in one domain but have no labelled dataset in another domain. So will training this model in one domain, generalize for other domains. (e.g If I train on laptop dataset, will the model generalize on restaurant dataset)?

Note: Of-course the language is the same for both the datasets(e.g both domains are presented in English language).

[yangheng95]

Yes, make sure the config or hyperparameters are the same.

[ptiwari2407]

@yangheng95 thanks for your response. i will try it out and experiment with different hyperparameters.