Reference | Methodology | ACC | SEN | SPE | PRE | F1-Score |
---|---|---|---|---|---|---|
Arslan and Arslan [39] | CpG based features, KNN | \(98.4\%\) | \(99.2\%\) | – | \(98.4\%\) | \(98.8\%\) |
Singh et al. [40] | Three-base periodicity, Random Forest | \(97.47\%\) | \(96.19\%\) | \(98.25\%\) | – | – |
Randhawa et. al. [41] | k-mers, six supervised learning models. | \(100\%\) | – | – | – | – |
Lopez-Rincon et at. [7] | Primer design, CNN. | \(98.73\%\) | – | \(100\%\) | – | – |
This work | GSP, CNN. | \(99.69\%\) | \(99.74\%\) | \(94.69\%\) | \(99.95\%\) | \(99.84\%\) |