From shallow to deep: some lessons learned from application of machine learning for recognition of functional genomic elements in human genome

Table 1 Performance of TIS prediction models (Se sensitivity, Sp specificity, Acc accuracy)

Tool	Reference	Year	Results
Tool	Reference	Year	Se	Sp	Acc
Pedersen and Nielsen	[15]	1997	65	82
Salzberg	[16]	1997	74	68
Zien et al	[14]	2000	76	78
Zeng et al	[13]	2002	76	94	85
Pertea and Salzberg	[17]	2002			84
Sayes et al	[18]	2007	80	81
Tikole	[19]	2008	83	73	74
iTIS-PseTNC	[20]	2014			78
TITER	[21]	2017	81	90	85
DeepGSR	[22]	2018			94
Goel et al	[3]	2020	77	98	97

ISSN: 1479-7364