Table 12 Results with different data reduction
From: PCVR: a pre-trained contextualized visual representation for DNA sequence classification
Pre-training dataset proportion | Fine-tuning dataset proportion | Dist. related | Final | |||
|---|---|---|---|---|---|---|
| Â | Â | Supk. | Phyl. | Supk. | Phyl. | Genus |
100% | 100% | 94.59 | 75.08 | 98.97 | 96.29 | 74.65 |
50% | 100% | 88.59 | 68.35 | 98.92 | 96.07 | 73.75 |
50% | 50% | 89.31 | 68.90 | 98.52 | 95.21 | 71.37 |
50% | 25% | 89.10 | 66.27 | 98.10 | 94.23 | 68.35 |
25% | 100% | 6.67 | 0.11 | 8.08 | 0.05 | 0.35 |
25% | 50% | 6.67 | 0.11 | 8.08 | 0.05 | 0.35 |
25% | 25% | 6.67 | 0.11 | 8.08 | 0.05 | 0.35 |