Table 2 Evaluation metrics of the confusion matrix for the PLAID dataset.
From: Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization
P | R | F1 | A | |
|---|---|---|---|---|
AC | 0.937 | 0.922 | 0.929 | 0.992 |
CFL | 1 | 1 | 1 | 1 |
Fan | 0.983 | 1 | 0.991 | 0.998 |
Fridge | 0.938 | 0.811 | 0.870 | 0.992 |
Hairdryer | 0.987 | 0.987 | 0.987 | 0.996 |
Heater | 1 | 0.976 | 0.988 | 0.999 |
ILB | 0.983 | 1 | 0.991 | 0.998 |
Laptop | 1 | 1 | 1 | 1 |
Microwave | 0.986 | 1 | 0.993 | 0.998 |
Vacuum | 0.974 | 1 | 0.987 | 0.999 |
Washing | 0.963 | 0.963 | 0.963 | 0.998 |
average | 0.977 | 0.969 | 0.973 | 0.997 |
