Table 3. Model validation techniques used in the reviewed researches.
No | Name of Validation Technique | Reference |
---|---|---|
1 | Cross Validation (10 fold cross validation, k-fold cross validation and 2 fold stratified cross validation) | Georgoulas et al. (2014), Gavrilis, Nikolakopoulos & Georgoulas (2015), Shah et al. (2015), Chamidah & Wasito (2015), Jyothi, Hiwale & Bhat (2016), Magenes et al. (2016), Warmerdam et al. (2016), Cömert & Kocamaz (2017b), Zhang & Zhao (2017), Georgieva et al. (2013), Xu et al. (2014), Yılmaz (2016), Cömert & Kocamaz (2017a), Kim, Yang & Lee (2017), Spilka et al. (2017), Georgoulas et al. (2017), Sahin & Subasi (2015), Chinnasamy, Muthusamy & Gopal (2013), Sundar, Chitradevi & Geetharamani (2014), Arif (2015) |
2 | Confidence interval | Das, Roy & Saha (2015b) |
3 | Paired sample t-test | Das, Roy & Saha (2015b), Ghi et al. (2016) |
4 | Bland-Altman approach | Das, Roy & Saha (2015b) |
5 | Mann–Whitney test | Ghi et al. (2016) |
6 | Kappa Statistics | Rei et al. (2015), Garabedian et al. (2017), Di Tommaso et al. (2013), Chen et al. (2014) |