MAFAT Challenge - WiFi Sensing: Non Invasive Human Presence Detection - Track 1 Forum

Go back to competition Back to thread list Post in this thread

> Prediction on test set

Hi,
If I understand correctly, each individual prediction on the test set need to be done on a 360 samples window of 1 device.
My intuition says that not all devices in a room will be affected from the presence of people in it, why the prediction need to be with only a single device data and with all the devices in the room?

Lion.

Posted by: lionb @ April 29, 2022, 9:16 p.m.

* not with all the devices in the room

Posted by: lionb @ April 29, 2022, 9:17 p.m.

Hi,
The train data set is more extensive than the test data set - more devices included in order to allow participants to train their model on different devices.
The test data set more closely resembles a real-world scenario where there are relatively few devices in the room.

MAFAT Challenge Team

Posted by: MAFAT_Challenge @ May 1, 2022, 10:12 a.m.
Post in this thread