Table 2 Statistical information on the 2007 datasets
From: Machine learning for discovering missing or wrong protein function annotations
Dataset | #Features | #Train | #Valid | #Test | #FunCat 2007 | #GO 2007 |
|---|---|---|---|---|---|---|
Cellcycle | 77 | 1628 | 848 | 1281 | 499 | 4122 |
Church | 27 | 1630 | 844 | 1281 | 499 | 4122 |
Derisi | 63 | 1608 | 842 | 1275 | 499 | 4116 |
Eisen | 79 | 1058 | 529 | 837 | 461 | 3570 |
Expr | 551 | 1639 | 849 | 1291 | 499 | 4128 |
Gasch1 | 173 | 1634 | 846 | 1284 | 499 | 4122 |
Gasch2 | 52 | 1639 | 849 | 1291 | 499 | 4128 |
Hom | 47034 | 1669 | 870 | 1315 | 499 | 5828 |
Pheno | 69 | 656 | 353 | 582 | 455 | 3124 |
Seq | 478 | 1701 | 879 | 1339 | 499 | 4130 |
Spo | 80 | 1600 | 837 | 1266 | 499 | 4116 |
Struc | 19628 | 1665 | 860 | 1313 | 499 | 5838 |