From: Machine learning for discovering missing or wrong protein function annotations
Dataset | Â | Number of annotations added | Number of annotations removed |
---|---|---|---|
Cellcycle | Train | 1083/1875/1585/654/199/6 | 278/285/221/115/26/1 |
 | Test | 794/1414/1231/475/137/8 | 200/209/160/92/29/1 |
 | Valid | 585/1031/873/359/104/4 | 117/118/101/55/15/1 |
Church | Train | 1087/1881/1589/657/201/6 | 277/284/220/114/25/1 |
 | Test | 802/1431/1234/475/137/9 | 204/218/164/93/29/1 |
 | Valid | 581/1022/867/357/104/4 | 116/117/100/55/15/1 |
Derisi | Train | 1060/1841/1552/644/192/6 | 266/268/213/112/24/1 |
 | Test | 799/1431/1246/477/139/8 | 201/209/161/92/29/1 |
 | Valid | 581/1024/874/359/104/4 | 116/117/100/55/15/1 |
Expr | Train | 1088/1885/1590/657/201/6 | 278/285/221/115/26/1 |
 | Test | 801/1428/1235/477/138/9 | 201/210/161/92/29/1 |
 | Valid | 588/1034/874/359/104/4 | 117/118/101/55/15/1 |
Eisen | Train | 756/1369/1108/458/144/4 | 167/181/140/79/17/1 |
 | Test | 562/1028/856/318/97/6 | 131/137/112/68/23/1 |
 | Valid | 353/632/503/190/47/1 | 71/79/67/42/12/1 |
Gasch1 | Train | 1087/1881/1589/657/201/6 | 278/285/221/115/26/1 |
 | Test | 799/1428/1235/477/138/9 | 199/208/160/92/29/1 |
 | Valid | 582/1023/869/358/104/4 | 116/117/100/55/15/1 |
Gasch2 | Train | 1088/1885/1590/657/201/6 | 278/285/221/115/26/1 |
 | Test | 801/1428/1235/477/138/9 | 201/210/161/92/29/1 |
 | Valid | 588/1034/874/359/104/4 | 117/118/101/55/15/1 |
Hom | Train | 1130/1885/1600/656/201/6 | 329/296/230/117/25/1 |
 | Test | 842/1447/1251/479/138/9 | 230/208/160/92/29/1 |
 | Valid | 230/208/160/92/29/1 | 142/117/100/55/15/1 |
Pheno | Train | 450/780/680/274/90/3 | 110/113/93/44/10/1 |
 | Test | 345/642/572/215/54/5 | 101/98/66/30/6/0 |
 | Valid | 253/448/419/171/56/0 | 47/39/41/22/4/1 |
Spo | Train | 1056/1833/1543/638/192/6 | 265/268/213/112/24/1 |
 | Test | 793/1413/1233/475/137/8 | 199/208/160/92/29/1 |
 | Valid | 573/1008/858/353/103/4 | 115/117/100/55/15/1 |
Seq | Train | 1145/1909/1616/664/205/6 | 335/303/236/120/26/1 |
 | Test | 849/1456/1252/479/138/9 | 235/213/163/92/29/1 |
 | Valid | 621/1045/881/362/106/4 | 143/118/101/55/15/1 |
Struc | Train | 1112/1909/1614/664/205/6 | 300/298/232/119/26/1 |
 | Test | 826/1449/1250/478/138/9 | 214/212/162/92/29/1 |
 | Valid | 604/1045/881/360/106/4 | 126/118/101/55/15/1 |
Mean | Train | 1011/1744/1471/606/186/5 | 263/262/205/106/23/1 |
 | Test | 751/1332/1152/441/127/8 | 193/195/149/84/26/0 |
 | Valid | 511/879/744/306/89/3 | 111/107/92/51/13/1 |