A Machine-Learning Based Nonintrusive Smart Home Appliance Status Recognition

Table 3

Disaggregation regression-based model metrics.

Metric	MPS-CNN	LSTM	CNN-LSTM
MAE	0.0036	0.0025	0.0022
MSE	2.275e − 05	1.254e − 05	9.420e − 06
RMSE	0.00477	0.00354	0.00307
CD	1.00	1.00	1.00