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Table 4 PSI set annotation performance with matches having <20% sequence identity.

From: Prediction of enzyme function based on 3D templates of evolutionarily important amino acids

 

ETA

BLAST

PSI-BLAST

BLAST + ETA

PSI-BLAST + ETA

PEAS (voting)

PEAS (scoring)

Matches

71

59

123

15

25

4

4

True matches

17

15

31

11

14

1

1

Proteins

49

49

49

49

49

49

49

With matches

23

22

22

9

9

4

4

With at least one true match

9

8

14

6

7

1

1

With vote winners

18

17

18

9

8

4

4

With correct winners

7

8

11

6

6

2

2

Prediction accuracy

39%

47%

61%

67%

75%

50%

50%

Prediction availability

37%

35%

37%

18%

16%

8%

8%