Skip to main content

Table 3 Statistical significance (p-value) of the difference of performance (accuracy and F1-score) obtained from the t-test conducted between XGBoost and other models

From: Serum biomarker-based osteoporosis risk prediction and the systemic effects of Trifolium pratense ethanolic extract in a postmenopausal model

Models P-value
  F1-Score Accuracy
XGBoost <  > SVM  < 0.01 0.011
XGBoost <  > DT 0.016 0.065
XGBoost <  > ANN  < 0.01  < 0.01
XGBoost <  > RF 0.56 0.43