Table 2.

Performance comparison of different models to predict 1-year relapse in the validation set

Model	AUC	95%CI.lower	95%CI.upper	Sensitivity	Specificity	Accuracy	PPV	NPV	F1	RMSE
LR	0.708	0.579	0.823	0.878	0.400	0.696	0.705	0.667	0.782	0.448
RF	0.653	0.519	0.782	0.837	0.400	0.671	0.695	0.600	0.759	0.501
SVM	0.733	0.603	0.840	0.857	0.467	0.709	0.724	0.667	0.785	0.445
GBM	0.560	0.416	0.708	0.776	0.367	0.620	0.667	0.500	0.717	0.509
NN	0.720	0.604	0.836	0.878	0.400	0.696	0.705	0.667	0.782	0.448
KNN	0.600	0.460	0.740	0.837	0.467	0.696	0.719	0.636	0.774	0.496