Table 3 Ranking to show the impact of each feature (Rank 1: High impact, Rank 9: Less impact)
Features | Functions_ smo_npolyk | trees_ j48 | bayes_ nbay | Functions_mlp | Rules NNge |
|---|---|---|---|---|---|
Pfam | 5 | 5 | 5 | 5 | 5 |
Orthology | 4 | 4 | 4 | 4 | 4 |
Pro_intercations | 6 | 6 | 6 | 6 | 9 |
Bidirectional_best_blast_hits | 7 | 7 | 7 | 7 | 8 |
Subcellular_location | 7 | 7 | 7 | 9 | 7 |
Functional_linkages | 2 | 2 | 2 | 2 | 3 |
Pseudogenes | 3 | 3 | 3 | 3 | 1 |
Homology modelling | 7 | 7 | 7 | 7 | 6 |
Non-coding RNAs | 1 | 1 | 1 | 1 | 2 |