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 |