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

machine_learning

#1

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.

Regards,
Jai


#2

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.


#3

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.

Regards,
Jai


#4

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