Table 4. The performance measurement criteria implemented in the reviewed articles.

Refrefences	Reliability group
	Confusion matrix
	TP %	TN%	FP%	FN%	RMSE	Selectivity	Specificity	Precision	Accuracy	Sensitivity	F-measure	Quality index	Gmean	MAE	AMAE	Chi-square	Spearman correlation	AUC	Training time	Testing time	Miscassification error	Confidence interval
Tomas et al. (2013)	*								*
Haweel & Bangash (2013)					*
Georgoulas et al. (2014)																*
Rotariu et al. (2014)	*	*	*	*		*	*										*
Gavrilis, Nikolakopoulos & Georgoulas (2015)								*		*
Shah et al. (2015)								*		*	*
Das, Roy & Saha (2015a)									*
Chamidah & Wasito (2015)									*									*
Cömert, Kocamaz & Güngör (2016)	*	*	*	*		*	*		*	*									*	*
Jyothi, Hiwale & Bhat (2016)							*		*	*
Magenes et al. (2016)	*	*	*	*					*
Warmerdam et al. (2016)							*		*	*
Cömert & Kocamaz (2017b)	*	*	*	*			*		*	*		*
Georgoulas et al. (2017)									*				*	*	*
Frigo & Giorgi (2017)					*									*
Permanasari & Nurlayli (2017)																					*
Nagendra et al. (2017)									*
Zhang & Zhao (2017)	*	*	*	*			*	*	*	*	*	*						*
Sahin & Subasi (2015)	*	*	*	*			*		*	*	*							*
Ghi et al. (2016)																		*				*
Rei et al. (2015)									*	*												*
Romano et al. (2018)					*
Ocak (2013)									*
Georgieva et al. (2013)	*	*	*	*			*			*
Di Tommaso et al. (2013)																						*
Czabański et al. (2013)	*	*	*	*			*		*	*		*
Ocak & Ertunc (2013)									*
Czabanski et al. (2015)												*
Yılmaz (2016)	*	*	*	*					*
Cömert & Kocamaz (2017a)							*			*
Gamboa et al. (2017)							*			*
Kim, Yang & Lee (2017)					*
Spilka et al. (2017)							*			*
Chinnasamy, Muthusamy & Gopal (2013)								*	*	*	*
Inbarani, Banu & Azar (2014)							*			*	*
Sundar, Chitradevi & Geetharamani (2014)										*	*
Arif (2015)								*	*	*	*
Total	10	9	9	9	4	2	13	5	19	18	7	4	1	2	1	1	1	4	1	1	1	3
%	20	18	18	18	8	4	26	10	38	36	14	8	2	4	2	2	2	8	2	2	2	6