Table 2 Prediction precision by evidence code and NAF threshold with H. sapiens as the target.

From: SANA: cross-species prediction of Gene Ontology GO annotations via topological network alignment

Pair

Measure

NAF

#pred

PIP

#val

Precision

Evidence code EXP

SC-HS

EC

2

383

1903

159

41.5%

SC-HS

EC

4

73

1903

30

41.1%

SC-HS

S3

2

399

1903

150

37.6%

SC-HS

S3

4

68

1903

22

32.4%

SC-HS

Importance

2

412

1903

125

30.3%

SP-HS

EC

2

49

1906

22

44.9%

SP-HS

EC

4

7

1906

3

42.9%

Evidence code IPI

SC-HS

ec+s3+Imp

4

10,917

19278

2305

21.1%

SC-HS

ec+s3+Imp

7

19,075

19,278

6137

32.2%

SC-HS

ec+s3+Imp

11

12,341

19,278

5436

44.0%

SC-HS

ec+s3+Imp

17

8568

19,278

4655

54.3%

SC-HS

ec+s3+Imp

29

2961

19,278

1838

62.1%

AT-HS

ec+s3+Imp

2

10,600

7740

3471

32.7%

AT-HS

ec+s3+Imp

4

6757

7740

3304

48.9%

AT-HS

ec+s3+Imp

7

3416

7740

1945

56.9%

AT-HS

ec+s3+Imp

11

1564

7740

937

59.9%

AT-HS

ec+s3+Imp

17

610

7740

393

64.4%

AT-HS

ec+s3+Imp

29

109

7740

79

72.5%

CE-HS

ec+s3+Imp

2

8652

3703

4200

48.5%

CE-HS

ec+s3+Imp

4

4482

3703

2603

58.1%

CE-HS

ec+s3+Imp

7

1998

3703

1253

62.7%

CE-HS

ec+s3+Imp

11

637

3703

410

64.4%

CE-HS

ec+s3+Imp

17

133

3703

88

66.2%

CE-HS

ec+s3+Imp

29

15

3703

10

66.7%

DM-HS

ec+s3+Imp

2

18,858

8439

5701

30.2%

DM-HS

ec+s3+Imp

4

10,119

8439

5473

54.1%

DM-HS

ec+s3+Imp

7

6310

8439

3566

56.5%

DM-HS

ec+s3+Imp

11

7546

8439

4358

57.8%

DM-HS

ec+s3+Imp

17

3360

8439

2025

60.3%

DM-HS

ec+s3+Imp

29

59

8439

43

72.9%

SP-HS

ec+s3+Imp

2

8244

6974

2755

33.4%

SP-HS

ec+s3+Imp

4

3026

6974

1669

55.2%

SP-HS

ec+s3+Imp

7

1677

6974

1054

62.9%

SP-HS

ec+s3+Imp

11

786

6974

529

67.3%

SP-HS

ec+s3+Imp

17

347

6974

235

67.7%

SP-HS

ec+s3+Imp

29

71

6974

53

74.6%

MM-HS

ec+s3+Imp

2

8469

13394

3191

37.7%

MM-HS

ec+s3+Imp

4

2629

13394

1489

56.6%

MM-HS

ec+s3+Imp

7

849

13394

544

64.1%

MM-HS

ec+s3+Imp

11

239

13394

148

61.9%

MM-HS

ec+s3+Imp

17

31

13394

13

41.9%

MM-HS

ec+s3+Imp

29

8

13394

5

62.5%

  1. This table summarizes prediction precision as a function of NAF for species aligned with human satisfying the degree-3 criterion. The species pairs are presented in order of mean CCS degree, highest to lowest (cf. Supplementary Table 1). We show predictions based on source evidence codes EXP (top section) and IPI (bottom section) available in 2010 and validated (with any evidence) in 2020. PIP means predictable in principle, and refers to the absolute maximum number of predictions that would be possible in principle given the information available as of April 2010 (see text). To save space in the IPI case, we have conglomerated the measures EC, S3, and Importance, since all three had similar validation rates at fixed NAF (within 10% of each other in all cases). Also to save space, not all values of NAF are listed here, but the Pearson correlation between NAF and precision across all NAF values are presented below, in Table 3.