If we have different frequencies for target and features. How to do machine learning



Hi All,

We have features captured in every 10 mins and target variable is captures once in an hour. So how to do machine learning in this case.



Hi @jai-prakash.yadav,

You can go for deep learning models like LSTM. I am working on a similar problem where the target variable is given for every set of 60 rows.


Hi Aishwarya…
Thanks for the response…
I am looking for solution using sklearn like may be we can summarize using mean etc. So I am looking for the best approach using sklearn.



In that case, you can take hourly mean of the features and reduce the number of rows to the same number as the targets.