From: PUMPNET: a deep learning approach to pump operation detection
Model | mIOU | Precision | Recall | Accuracy | F1 score |
---|---|---|---|---|---|
Neural NILM rectangle | 0.550 | 0.378 | 0.828 | 0.780 | 0.519 |
Single load extraction | 0.568 | 0.403 | 0.738 | 0.806 | 0.521 |
PUMPNET | 0.926 | 0.979 | 0.963 | 0.992 | 0.971 |