Table 3.

Classification error reduction on the problem of TIS recognition on human

Published models	Error rate (%)	Reduction of the relative error rate (%)
DeepGSR	5.68	N/A
TIS-ANN	6.72 (published)	15.48
iTIS-PseTNC	2.08 (published)	−173.08
iTIS-PseTNC	42.32 (tested on DeepGSR data)	86.58
TITER	21.92 (published)	74.09
TITER	18.95 (tested on DeepGSR data)	70.03
Average	—	57.36

Note: Comparison between state-of-the-art methods and DeepGSR on the problem of TIS (ATG) recognition on the human genome.