A Hybrid Deep Neural Network for Electricity Theft Detection Using Intelligent Antenna-Based Smart Meters

Table 15

Comparison analysis of proposed model with benchmark schemes on PRECON dataset.

Models	Accuracy	Precision	Recall	-score	AUC
SVM	0.94	0.91	0.92	0.92	0.93
LR	0.93	0.90	0.92	0.91	0.92
LSTM	0.83	0.92	0.91	0.91	0.91
CNN-LSTM	0.91	0.92	0.93	0.92	0.92
CNN-GRU	0.92	0.93	0.93	0.93	0.93
CNN-GRU-PSO	0.93	0.94	0.95	0.94	0.95