Table 3 Performance results for the machine learning models.

From: Machine learning-based prediction model using clinico-pathologic factors for papillary thyroid carcinoma recurrence

Model Accuracy Precision Recall F1 score
Decision tree 0.95 0.66 0.18 0.28
Random forest 0.91 0.25 0.27 0.26
XGBoost 0.92 0.25 0.18 0.21
LightGBM 0.93 0.28 0.18 0.22
Stacking 0.93 0.33 0.18 0.23