A Comparison of Three-Dimensional Speckle Tracking Echocardiography Parameters in Predicting Left Ventricular Remodeling

Table 5

Evaluation of constructed models.

Classifier	AUC	Accuracy (%)	Sensitivity (%)	Specificity (%)	F1 score
DT	0.83	85.71	75.00	88.24	0.81
RF	0.96	90.48	50.00	94.12	0.85
eXGB	0.90	76.19	50.00	82.35	0.87
K-NN	0.72	83.82	94.64	94.87	0.83
GNB	0.60	70.73	44.44	79.49	0.79
LR	0.83	85.37	92.86	92.31	0.83