Summary of the ten benchmark datasets
| Datasets | Instances | Features | Labels | Label cardinality | Label density |
|---|---|---|---|---|---|
| Arts | 5,000 | 462 | 26 | 1.6360 | 0.0629 |
| Education | 5,000 | 550 | 33 | 1.4606 | 0.0443 |
| Entertainment | 5,000 | 640 | 21 | 1.4204 | 0.0676 |
| Genbase | 662 | 1,186 | 27 | 1.2520 | 0.0460 |
| GpositivePseAAC | 519 | 440 | 4 | 1.0080 | 0.2520 |
| Health | 5,000 | 612 | 32 | 1.6622 | 0.0519 |
| Recreation | 5,000 | 606 | 22 | 1.4232 | 0.0647 |
| Reference | 5,000 | 793 | 33 | 1.1690 | 0.0350 |
| Social | 5,000 | 1,047 | 39 | 1.2834 | 0.0329 |
| Yeast | 2,417 | 103 | 14 | 4.2370 | 0.3030 |
| Datasets | Instances | Features | Labels | Label cardinality | Label density |
|---|---|---|---|---|---|
| Arts | 5,000 | 462 | 26 | 1.6360 | 0.0629 |
| Education | 5,000 | 550 | 33 | 1.4606 | 0.0443 |
| Entertainment | 5,000 | 640 | 21 | 1.4204 | 0.0676 |
| Genbase | 662 | 1,186 | 27 | 1.2520 | 0.0460 |
| GpositivePseAAC | 519 | 440 | 4 | 1.0080 | 0.2520 |
| Health | 5,000 | 612 | 32 | 1.6622 | 0.0519 |
| Recreation | 5,000 | 606 | 22 | 1.4232 | 0.0647 |
| Reference | 5,000 | 793 | 33 | 1.1690 | 0.0350 |
| Social | 5,000 | 1,047 | 39 | 1.2834 | 0.0329 |
| Yeast | 2,417 | 103 | 14 | 4.2370 | 0.3030 |
Source(s): Authors’ own creation
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