Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing : Table 7

]>Using Growing Self-Organising Maps to Improve the Binning Process in Environmental Whole-Genome Shotgun Sequencing : Table 7

Table 7: Speed comparisons for the overall training time of SOM and GSOM, in which the improvement columns represent the percentage of speed improvement for GSOM comparing to SOM.


	Species Set 1			Species Set 2			simMC_Phrap
	SOM (sec)	GSOM (sec)	Improvement	SOM (sec)	GSOM (sec)	Improvement	SOM (sec)	GSOM (sec)	Improvement

Di	313	274	12%	133	121	9%	11	10	9%
Tri	1048	942	10%	427	387	9%	39	36	8%
Tetra	4639	3932	15%	1297	1203	7%	173	158	9%
Penta	16839	15709	7%	4702	4387	7%	720	662	8%