Table 8.

Performance of the classification model for the external set II (N=30)

Training (CLEANED)
	Balanced Accuracy		Cohen´s Kappa		Sensitivity		Specificity
	Mean	Std	Mean	Std	Mean	Std	Mean	Std
External Set II	0.83	0.01	0.67	0.01	0.73	0.01	0.93	0.01
CONCATENATED training (CLEANED + RELIABLE)
	Balanced Accuracy		Cohen´s Kappa		Sensitivity		Specificity
	Mean	Std	Mean	Std	Mean	Std	Mean	Std
External Set II	0.80	0.01	0.60	0.02	0.73	0.01	0.87	0.01

Std: standard deviation obtained from a five iteration loop, RMSE: root mean squared error.