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Table 3 Ranking to show the impact of each feature (Rank 1: High impact, Rank 9: Less impact)

From: A model to predict the function of hypothetical proteins through a nine-point classification scoring schema

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