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. 2023 Nov 13;11(11):2756. doi: 10.3390/microorganisms11112756

Table 1.

List of top 15 genes deemed important or discriminative by machine learning algorithms in classifying multipartite and unipartite genomes based on all-gene-level analysis.

Most Important Features for Gene-Level Analysis
1 transposase, IS4 family
2 MATE efflux family protein
3 dihydrodipicolinate synthase
4 metallo-beta-lactamase family protein
5 tRNA pseudouridine synthase A
6 transcriptional regulator, AraC family
7 dihydrodipicolinate reductase
8 glyoxalase family protein
9 efflux transporter, RND family, MFP subunit
10 OsmC-like protein
11 transcriptional regulator, MarR family
12 riboflavin biosynthesis protein RibF
13 tRNA pseudouridine synthase B
14 FeS assembly ATPase SufC
15 cyclic nucleotide-binding domain protein