Performance meassures  
Combined table of both full and regularised performance meassures 	
Meassure	Regularised.model	Full.model	
Sensitivity	0.890	0.896	
Specificity	0.184	0.201	
Pos Pred Value	0.646	0.672	
Neg Pred Value	0.500	0.516	
Precision	0.646	0.672	
Recall	0.890	0.896	
F1	0.749	0.768	
Prevalence	0.626	0.646	
Detection Rate	0.557	0.579	
Detection Prevalence	0.862	0.862	
Balanced Accuracy	0.537	0.549	
Mean AUC	0.577	0.594