Skip to main content

Table 4 Top 5 models for the one-year death prediction outcome, obtained through cross-validation inside the primary 847 patients dataset (mean ± SD)

From: On the predictability of postoperative complications for cancer patients: a Portuguese cohort study

Model Kappa Recall AUC F1-Score Accuracy
RF 0.371 ± 0.09 0.649 ± 0.292 0.735 ± 0.07 0.683 ± 0.046 0.845 ± 0.026
CBC 0.364 ± 0.13 0.669 ± 0.265 0.727 ± 0.073 0.681 ± 0.066 0.837 ± 0.036
XGB 0.345 ± 0.088 0.652 ± 0.283 0.718 ± 0.059 0.67 ± 0.044 0.838 ± 0.032
SVM 0.313 ± 0.091 0.664 ± 0.221 0.746 ± 0.059 0.656 ± 0.046 0.803 ± 0.028
NB 0.296 ± 0.094 0.671 ± 0.165 0.744 ± 0.041 0.644 ± 0.049 0.772 ± 0.044