Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing

Table 4

Training results in the mixing regions for species Set 2.

Algorithm	SOM				GSOM
Nucleotide Freq.	Di	Tri	Tetra	Penta	Di	Tri	Tetra	Penta
Kingdom	—	—	—	—	—	—	—	—
Phylum	MH, ML, ML	—	L	—	H, ML, L, L	—	—	L
Class	—	—	—	—	—	—	—	—
Order	—	—	—	—	—	—	—	—
Family	—	—	—	—	—	—	—	—
Genus	—	—	—	—	—	—	—	—
Species	—	—	—	—	—	—	—	—