LPR-MLP: A Novel Health Prediction Model for Transmission Lines in Grid Sensor Networks

Table 4

Precision of all models.

Models	Categories							AVE
	Level 0	Level 1	Level 2	Level 3	Level 4	Level 5	Level 6
RF	0.8359	0.7832	0.7407	1	0.6316	0.9	1	0.8416
NB	0.6498	0.9286	0.3086	0.4667	0.5	0	0.16	0.4305
LPR-MLP	0.9506	0.7892	0.9259	0.7895	0.8235	0.6923	1	0.853
SVM	0.8839	0.7903	0.9231	0.7895	0.7778	0.5333	0	0.6711
DTree	0.8136	0.8113	0.6	0.8235	0.8889	0.75	1	0.8125