Table 7 Class-wise performance variation.
From: Fault-class coverage–aligned combined training for AFDD of AHUs across multiple buildings
Class | Auditorium | Hospital | Office | |||
|---|---|---|---|---|---|---|
F1 score | Accuracy | F1 score | Accuracy | F1 score | Accuracy | |
Normal | – 0.04 | – 0.05 | – 0.09 | – 0.14 | – 0.07 | – 0.09 |
RATSF | – 0.15 | – 0.01 | – 0.16 | – 0.04 | – 0.15 | – 0.01 |
SATSF | 0 | 0 | – | 0 | – 0.51 | – 0.01 |
SFF | – 0.19 | – 0.02 | – 0.56 | – 0.03 | – 0.09 | – 0.04 |
VPF | 0 | 0 | – 0.70 | – 0.03 | – | 0 |
CPF | – 0.06 | – 0.02 | – | 0 | – | 0 |
HPF | – 0.05 | – 0.01 | – | 0 | – | 0 |
Average | – 0.07 | – 0.01 | – 0.37 | – 0.03 | – 0.21 | – 0.18 |
Overall | – | – 0.11 | – | – 0.24 | – | – 0.15 |
