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Table 2 Top 5 models for the complication’s severity 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 0.225 ± 0.127 0.431 ± 0.164 0.651 ± 0.083 0.410 ± 0.093 0.506 ± 0.081
CBC 0.197 ± 0.098 0.430 ± 0.239 0.634 ± 0.089 0.377 ± 0.082 0.434 ± 0.071
DT 0.185 ± 0.118 0.388 ± 0.254 0.620 ± 0.094 0.368 ± 0.095 0.465 ± 0.083
SVM 0.157 ± 0.096 0.431 ± 0.243 0.642 ± 0.069 0.357 ± 0.062 0.393 ± 0.055
XGB 0.158 ± 0.128 0.424 ± 0.221 0.629 ± 0.062 0.354 ± 0.103 0.379 ± 0.091