. Author manuscript; available in PMC: 2023 Feb 1.

Published in final edited form as: IEEE Trans Knowl Data Eng. 2020 Apr 22;34(2):531–543. doi: 10.1109/tkde.2020.2989405

TABLE 9:

Performance comparison on MIMIC-III dataset.

	ROC-AUC	PR-AUC	Accuracy	Macro-F1
Direct	0.622±0.062	0.208±0.044	0.821±0.012	0.141±0.057
KD	0.686±0.043	0.257±0.029	0.833±0.012	0.196±0.049
AT	0.645±0.064	0.225±0.044	0.826±0.013	0.167±0.057
HDA	0.655±0.034	0.225±0.029	0.824±0.011	0.157±0.038
CHEER	0.697±0.024	0.266±0.023	0.835±0.010	0.207±0.030

Rich Model	0.759±0.014	0.341±0.024	0.852±0.007	0.295±0.027