Case Control Study
Copyright ©The Author(s) 2023.
World J Orthop. Oct 18, 2023; 14(10): 741-754
Published online Oct 18, 2023. doi: 10.5312/wjo.v14.i10.741
Table 3 Evaluation of machine learning models after 10-fold cross-validation
Model name
Accuracy
Precision
Recall
F1 score
AUC
LR0.6500.6430.6680.6550.650
DT0.6060.6160.5520.5830.605
RF0.6190.6180.6130.6160.619
SVM0.6640.6560.6590.6580.712
NB0.6440.6570.5950.6240.643
KNN0.6170.6110.6390.6250.617
XGB0.6300.6320.6160.6240.630
ANN0.6060.5960.6450.6190.606