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. 2021 Apr 16;8(23):16723–16733. doi: 10.1109/JIOT.2021.3073864

TABLE V. Inference Performance With Different Features.

Features Macro-F1 Micro-F1
CPU 0.590 0.584
Mem 0.702 0.697
WiFi 0.713 0.708
Net 0.757 0.753
CPU+Mem 0.666 0.663
CPU+WiFi 0.722 0.719
CPU+Net 0.609 0.685
Mem+WiFi 0.683 0.674
Mem+Net 0.735 0.730
WiFi+Net 0.707 0.696
CPU+Mem+WiFi 0.716 0.708
CPU+WiFi+Net 0.715 0.707
Net+Mem+WiFi 0.739 0.730
CPU+Mem+Net 0.766 0.764
CPU+Mem+Net+WiFi 0.733 0.721