fsnet for univariate forecasting

[FtoonAbushaqra]

First of all, congratulations on your outstanding work!

I've been attempting to execute your code, specifically with the FSNet model and the baselines, for a univariate forecasting task. To achieve this, I modified the '--features' argument to 'MS' for multivariate predicting univariate or 'S' for univariate predicting univariate. Additionally, I defined the target features.

However, I observed that the performance is significantly subpar across all datasets. Are there any other arguments that I should consider adjusting? I had anticipated that the predictions would be more accurate, given that univariate forecasting is generally considered simpler than multivariate forecasting.

Thank you for your assistance!