Hi,
I am basically a CS guy, and I am trying to compare a neural network based
approach of solving the problem below to some statistical approach. It would
be nice if someone could provide me some help on the latter part.

I have some data at hand corresponding to signal strength values at 3
different channels at some given 19-20 locations. For each location, I have,
say a few 100 samples at successive sampling intervals. Due to the nature of
the sampling it cant be said for sure that each sample is independent. But
the channels are from independent sources. This constitutes my training set.
Now my test set is another set of signal strength samples, taken at one of
these locations. I would like to perform some hypothesis test to determine
which location the data came from. What would be a appropriate test to do
this?

Thanks in advence for your help
Siddhartha


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