Research Article
Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach
Table 12
Results of machine learning models with CR data resampling.
| Model | Accuracy | Precision | Recall | F1 score |
| RF | 0.991 | 0.992 | 0.990 | 0.991 | ETC | 0.993 | 0.992 | 0.994 | 0.993 | GBC | 0.971 | 0.968 | 0.974 | 0.971 | LR | 0.886 | 0.924 | 0.840 | 0.880 | MLP | 0.892 | 0.910 | 0.868 | 0.889 |
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