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Table 3 Performance summary of post-operative evaluation-ICU

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

Models AUC 95%CI sensitivity (recall) specificity accuracy log-loss FP rate precision AP F1
Lower bound Upper bound
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
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