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. 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 11:

Performance comparison on EEG dataset.

ROC-AUC PR-AUC Accuracy Macro-F1
Direct 0.797±0.064 0.506±0.083 0.888±0.015 0.425±0.078
KD 0.772±0.083 0.512±0.082 0.888±0.021 0.445±0.097
AT 0.793±0.071 0.502±0.082 0.884±0.012 0.417±0.062
HDA 0.805±0.050 0.523±0.073 0.884±0.019 0.455±0.073
CHEER 0.808±0.066 0.535±0.061 0.895±0.016 0.460±0.076

Rich Model 0.854±0.069 0.657±0.077 0.922±0.014 0.595±0.070