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Table 3 Ranking methods by maximal F1 score for various measures.

From: Homology-based inference sets the bar high for protein function prediction

 

BPO

MFO

 

Top-20

Threshold

Leaf

Top-20

Threshold

Leaf

Priors

8

8

11

7

6

11

Priors'

10

10

10

10

10

6

BLAST

9

9

9

6

9

10

GOtcha

6

6

8

2

3

9

StudentA

5

5

5

8

7

5

StudentA'

3

4

4

5

5

2

StudentB

11

11

7

11

11

7

StudentB'

2

2

1

3

4

1

StudentC

7

7

6

9

8

8

StudentC'

4

3

3

4

2

4

MetaStudent'

1

1

2

1

1

3

  1. We calculated the maximum F1 score (Eqn. 1) for each method and curve presented in Figure 5 and ranked the methods accordingly. The number in each cell is the rank of the method in the respective category. As we evaluated 11 different methods, ranks range from 1 (best) to 11 (worst). Results for StudentB were compiled with the bug (Methods).