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

Table 3

Summary of the prediction of each model.

Models	Categories							Total
	Level 0	Level 1	Level 2	Level 3	Level 4	Level 5	Level 6
RF	382/457	289/369	20/27	6/6	12/19	9/10	3/3	721
NB	436/671	78/84	25/81	7/15	7/14	0/1	4/25	557
LPR-MLP	366/385	337/427	25/27	15/19	14/17	9/13	3/3	769
SVM	373/422	309/391	24/26	15/19	14/18	8/15	0/0	743
DTree	393/483	258/318	24/40	14/17	16/18	9/12	3/3	717
Sample size	450	359	32	17	18	10	5	891