Research Article
Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach
Table 16
Results of 10-fold cross-validation.
| Models | CR | SMOTE | ADASYN | CC |
| RF | 0.98 | 0.97 | 0.96 | 0.94 | ETC | 0.99 | 0.98 | 0.98 | 0.94 | GBC | 0.98 | 0.97 | 0.97 | 0.94 | LR | 0.98 | 0.96 | 0.96 | 0.93 | MLP | 0.97 | 0.93 | 0.93 | 0.91 |
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