Table 6 PH2 dataset: Comparison of proposed algorithm with existing methods
Method | Year | Sensitivity % | Specificity % | Accuracy % |
|---|---|---|---|---|
Abuzaghleh et al. [26] | 2014 | - | - | 91 |
Barata et al. [27] | 2013 | 85 | 87 | 87 |
Abuza et al. [43] | 2015 | - | - | 96.5 |
Kruck et al. [44] | 2015 | 95 | 88.1 | - |
Rula et al. [45] | 2017 | 96 | 83 | - |
Waheed et al. [46] | 2017 | 97 | 84 | 96 |
Sath et al. [47] | 2017 | 96 | 97 | - |
GUU et al. [48] | 2017 | 94.43 | 81.01 | - |
Lei et al. [49] | 2016 | 87.50 | 93.13 | 92.0 |
MRastagoo et al. [50] | 2015 | 94 | 92 | - |
Proposed | 2017 | 96.67 | 98.7 | 97.5 |