Since the size of the batch for test data = 360 which is fixed and occurs every 0.5 seconds, the data across a single batch for prediction will come from a single device right ?
As exploring the training data I can see for the same room and for the same time we have data from multiple device ids. For example given Room_Num = 1 and Time = 2, we have a total of 14 rows coming from 14 different devices
Posted by: devnikhilmishra @ May 19, 2022, 11:13 a.m.Hi,
Yes, the test data across a single window for prediction (360 samples) will come from a single device.
MAFAT Challenge Team