Hi all, I am trying to use LightGBMCV to compute r...
# mlforecast
f
Hi all, I am trying to use LightGBMCV to compute reliable cross validation for my ts model. I get an error and I think it may be due to gaps in some of my times series. Could you tell me if LightGBMCV can be used with gaps in time series data ? Thanks Fabrice.
j
It will run but the lags won't be correct if you have gaps
f
Thank you José, So I have the choice: _filling the gaps the best I can, _or making my own lagged features outside MlForecast am I right ?
j
Are your gaps regular? e.g. do you have data from monday to friday? or are they random? If they're random then I suggest filling them or generating the features in some other way, if they're regular you can use mlforecast
f
gaps are not regular in any one time series (I have thousands). Thank you for your answers and advice, I'll try that.