Research Article
An Ensemble Learning for Predicting Breakdown Field Strength of Polyimide Nanocomposite Films
Table 4
Comparisons of models’ prediction performance.
| Indicators | SGBS | Linear regression | BP | GRNN | SVR | SMO-SVR |
| CC | 0.962 | 0.9438 | 0.960 | 0.957 | 0.459 | 0.917 | RMSE | 20.866 | 25.235 | 21.350 | 21.932 | 79.662 | 30.401 | RRSE | 26.520% | 32.072% | 27.135% | 27.874% | 101.246% | 38.639% |
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