Research Article
LPR-MLP: A Novel Health Prediction Model for Transmission Lines in Grid Sensor Networks
| Models | Categories | AVE | Level 0 | Level 1 | Level 2 | Level 3 | Level 4 | Level 5 | Level 6 |
| RF | 0.8488 | 0.805 | 0.625 | 0.3529 | 0.6667 | 0.9 | 0.6 | 0.6855 | NB | 0.9689 | 0.2173 | 0.7813 | 0.4118 | 0.3889 | 0 | 0.8 | 0.5097 | LPR-MLP | 0.8133 | 0.9387 | 0.7813 | 0.8824 | 0.7778 | 0.9 | 0.6 | 0.8133 | SVM | 0.8289 | 0.8607 | 0.75 | 0.8824 | 0.7778 | 0.8 | 0 | 0.7 | DTree | 0.8733 | 0.7187 | 0.75 | 0.8235 | 0.8889 | 0.9 | 0.6 | 0.7935 |
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