| True positive rate (sensitivity, recall) |
TPR
|
(Hosntalab et al., 2010; Mortaheb, Rezaeian & Soltanian-Zadeh, 2013; Pushparaj et al., 2013; Ghaedi et al., 2014; Abdi, Kasaei & Mehdizadeh, 2015; Berdouses et al., 2015; Datta & Chaki, 2015b; Alsmadi, 2018; Datta, Chaki & Modak, 2019, 2020) |
| True negative rate (specificity) |
TNR
|
(Hosntalab et al., 2010; Mortaheb, Rezaeian & Soltanian-Zadeh, 2013; Ghaedi et al., 2014; Abdi, Kasaei & Mehdizadeh, 2015; Berdouses et al., 2015; Datta & Chaki, 2015b; Alsmadi, 2018; Datta, Chaki & Modak, 2019) |
| Positive predictive value (precision) |
PPV
|
(Hosntalab et al., 2010; Mortaheb, Rezaeian & Soltanian-Zadeh, 2013; Pushparaj et al., 2013; Berdouses et al., 2015; Datta, Chaki & Modak, 2020) |
| Jaccard index |
JAC
|
(Ji, Ong & Foong, 2014) |
| Dice coefficient |
DSC
|
(Ji, Ong & Foong, 2014; Abdi, Kasaei & Mehdizadeh, 2015; Datta, Chaki & Modak, 2019; Devi, Banumathi & Ulaganathan, 2019) |
| F-Measure (F1 Measure = Dice) |
FMS
|
(Berdouses et al., 2015; Datta, Chaki & Modak, 2020) |
| Accuracy |
ACC
|
(Huang & Hsu, 2008; Olsen et al., 2009; Banu et al., 2014; Nuansanong, Kiattisin & Leelasantitham, 2014; Ghaedi et al., 2014; Lin et al., 2014; Datta & Chaki, 2015a,b; Poonsri et al., 2016; Rad et al., 2018; Osterloh & Viriri, 2019; Datta, Chaki & Modak, 2019, 2020; Devi, Banumathi & Ulaganathan, 2019; Kumar, Bhadauria & Singh, 2020) |
| Mahalanobis distance |
MHD
|
(Pushparaj, Gurunathan & Arumugam, 2013) |
| Hausdorff distance |
HD
|
(Abdi, Kasaei & Mehdizadeh, 2015) |
| Distance vector |
DV
|
(Prajapati, Desai & Modi, 2012) |
| Similarity measure |
SM
|
(Pushparaj, Gurunathan & Arumugam, 2013; Alsmadi, 2018; Singh & Agarwal, 2018) |
| The area under ROC curve |
AUC
|
(Nuansanong, Kiattisin & Leelasantitham, 2014) |
| Cohens kappa coefficient |
KAP
|
(Berdouses et al., 2015) |
| Mean absolute error |
MAE
|
(Vijayakumari et al., 2012; Amer & Aqel, 2015; Tuan et al., 2018; Kumar, Bhadauria & Singh, 2020) |
| Mean square error |
MSE
|
(Vijayakumari et al., 2012; Singh & Agarwal, 2018; Tuan et al., 2018) |
| Error rate |
ERR
|
(Zhou & Abdel-Mottaleb, 2005; Nomir & Abdel-Mottaleb, 2008; Hosntalab et al., 2010; Harandi & Pourghassem, 2011; Lira et al., 2014; Datta & Chaki, 2015b; Purnama et al., 2015; Tuan et al., 2018; Banday & Mir, 2019) |
| Failure rate |
FR
|
(Said et al., 2006; Al-sherif, Guo & Ammar, 2012) |
