Open Access
Table 3
Summary of different balanced training sets.
| Training set | Star per class | Balanced technique | Minority class | Total number |
|---|---|---|---|---|
| Train-8 U | 8404 | Undersampling | CEP | 90 928 |
| Train-22 DA | 22 454 | Data Augmentation | ELL | 179 632 |
| Train-22 BB | − | Batch Balanced | ELL | 165 582 |
| Train-37 DA | 37 045 | Data Augmentation | DST | 296 360 |
| Train-37 BB | − | Batch Balanced | DST | 253 128 |
| Train-60 DA | 60 318 | Data Augmentation | M | 482 544 |
| Train-60 BB | − | Batch Balanced | M | 369 493 |
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