Risk factors and socio-economic burden in pancreatic ductal adenocarcinoma operation: a machine learning based analysis

Table 3 Performance summary of post-operative evaluation-ICU

Models	AUC	95%CI		sensitivity (recall)	specificity	accuracy	log-loss	FP rate	precision	AP	F1
Models	AUC	Lower bound	Upper bound	sensitivity (recall)	specificity	accuracy	log-loss	FP rate	precision	AP	F1
SVM	0.80	0.71	0.88	0.95	0.60	0.81	0.53	0.4	0.78	0.8	0.86
Lasso	0.77	0.68	0.86	0.85	0.63	0.77	0.56	0.37	0.78	0.81	0.81
LR	0.76	0.67	0.85	0.81	0.65	0.75	0.56	0.35	0.69	0.78	0.75

ISSN: 1471-2407