Table 2.

ACC and AUC comparison using all patients’ data in Dataset1, where the training set contains 27 patients with seven time points and testing set consists of the remaining 26 patients with less than seven time points.

Metrics	REP-SVM	dl-HMM	EN-LR	SVM	KNN
ACC	0.790	0.651	0.751	0.775	0.549
AUC	0.884	0.687	0.805	0.853	0.547

Percentage of missing values in the training set is 0.23% and that in the testing set is 18.1%.