Research Article

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

Table 17

Statistical test on proposed with existing models.

5x2cv paired test

Models-statistic value
Proposed and SVM-0.6780.528
Proposed and LR0.2230.489
Proposed and LSTM0.4490.672
Proposed and CNNLSTM0.2950.780
5x2cv paired test
Proposed and SVM1.2530.078
Proposed and LR1.9680.049
Proposed and LSTM2.0350.215
Proposed and CNNLSTM2.2950.0236
McNemar’s test
Proposed and SVM1.7890.0569
Proposed and LR2.3650.0422
Proposed and LSTM4.3690.1258
Proposed and CNNLSTM3.2690.056