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Table 5 Ranking of the most important features using MI

From: Automated assessment of biological database assertions using the scientific literature

Rank

Type

Field

Feature

 

Gene-disease relations

1

Dict.

Body

Mutation

2

Dict.

Body

Gene

3

Co-men.

Body

Jaccard

4

Co-men.

Body

Dice

5

Co-men.

Body

Cosine

6

Context

Title

SumOverlap

7

Context

Title

SumJaccard

8

Context

Title

SumCosine

9

Context

Title

SumDice

10

Context

Title

SumMatching

 

Protein-protein interactions

1

Dict.

Body

Interact

2

Co-men.

Body

Overlap

3

Co-men.

Body

Cosine

4

Co-men.

Body

Jaccard

5

Co-men.

Body

Dice

6

Dict.

Body

Protein

7

Dict.

Body

Complex

8

Dict.

Body

Bind

9

Dict.

Body

Cell

10

Dict.

Body

Figur