How do i create a classifier on sensor data?
By looking at your datasets, it resembles a multivariate time series problem , not sure why you are opting for Random Forest classifier ?

I would suggest you to start implementing simple statistical
algorithm first  here is the link

Then explore on complex Deep Learning algorithm based on the data
set size , please find the referenced link


Thanks,
Durga