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Table 3 Most frequent learned clauses (Dataset 1)

From: Predicting virus mutations through statistical relational learning

# models

Learned clause

NNRTI

21.8

mut(A,B,C,D) AND strand(C)

20.5

mut(A,B,C,D) AND location(11,C)

17.1

mut(A,B,C,D) AND strand(C) AND in_motif(C,’prf:RT_POL’)

9.9

mut(A,B,C,D) AND in_motif(C,’pfam_fs:RVT_1’)

9.4

mut(A,B,C,D) AND same_type_mut_t(A,C,neutral) AND strand(C)

7.9

mut(A,B,C,D) AND color(red,D) AND in_motif(C,’prf:RT_POL’)

7.3

mut(A,B,C,D) AND same_type_mut_t(A,C,nonpolar)

6.8

mut(A,B,C,D) AND in_motif(C,’prf:RT_POL’)

6.1

mut(A,B,C,D) AND color(red,B)

5.9

mut(A,y,C,D)

NRTI

25.2

mut(A,B,C,D) AND location(7,C)

18.8

mut(A,B,C,D) AND in_motif(C,’prf:RT_POL’)

16.1

mut(A,B,C,D) AND turn(C) AND in_motif(C,’prf:RT_POL’)

12.1

mut(A,B,C,D) AND same_type_mut_t(A,C,neutral) AND in_motif(C,’prf:RT_POL’)

11.3

mut(A,B,C,D) AND coil(C) AND conservation(C, high)

11.1

mut(A,B,C,D) AND conservation(C, high)

11

mut(A,B,C,D) AND same_color_type_mut(A,B) AND in_motif(B,’prf:RT_POL’)

8.7

mut(A,B,C,D) AND same_color_type_mut(A,B)

7.3

mut(A,B,C,D) AND in_motif(C,’pfam_fs:RVT_1’)

7.3

mut(A,B,C,D) AND color(red,B) AND in_motif(C,’prf:RT_POL’)

  1. List of the ten most frequent rules learned on Dataset 1, sorted by average number of models they appear in.