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The comparative results between imbalance and balance samples.
| Method | Micro F1 (%) | Macro F1 (%) | Weight F1 (%) | Misclassification rate (%) | Recall rate (%) | Specificity (%) | Precision (%) | Accuracy (%) |
|---|---|---|---|---|---|---|---|---|
| ReliefF features with 411 samples | 96.35 | 85.23 | 96.3 | 3.54 | 96.35 | 98.98 | 96.35 | 96.46 |
| ReliefF features with 1773 samples | 99.5 | 99.5 | 99.5 | 0.5 | 99.5 | 99.4 | 99.5 | 99.5 |
