Table 1 Description of datasets
From: How to balance the bioinformatics data: pseudo-negative sampling
Dataset | Positive | Negative | Attributes | Ratio |
|---|---|---|---|---|
CMC | 333 | 1140 | 9 | 3.4 |
Haberman | 81 | 225 | 3 | 2.7 |
Solar Flare | 69 | 1320 | 10 | 19.1 |
Oil | 41 | 896 | 49 | 21.9 |
PDNA-543 | 9549 | 134995 | 180 | 14.1 |
PDNA-316 | 5609 | 67109 | 180 | 11.9 |
SNP | 183 | 2891 | 25 | 15.7 |