Table 2. Open in new tab Comparison with... | Oxford Academic

Table 2.

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Comparison with state-of-the-art models under imbalanced samples.

Metrics	DTINet	EEG-DTI	NeoDTI	IMCHGAN	MultiDTI	iGRLDTI
AUC	0.916	0.953	0.946	0.929	0.967	0.986
AUPR	0.786	0.672	0.854	0.603	0.917	0.927
F1-score	0.093	0.813	0.772	0.754	0.828	0.821

Metrics	DTINet	EEG-DTI	NeoDTI	IMCHGAN	MultiDTI	iGRLDTI
AUC	0.916	0.953	0.946	0.929	0.967	0.986
AUPR	0.786	0.672	0.854	0.603	0.917	0.927
F1-score	0.093	0.813	0.772	0.754	0.828	0.821

Table 2.

Open in new tab

Comparison with state-of-the-art models under imbalanced samples.

Metrics	DTINet	EEG-DTI	NeoDTI	IMCHGAN	MultiDTI	iGRLDTI
AUC	0.916	0.953	0.946	0.929	0.967	0.986
AUPR	0.786	0.672	0.854	0.603	0.917	0.927
F1-score	0.093	0.813	0.772	0.754	0.828	0.821

Metrics	DTINet	EEG-DTI	NeoDTI	IMCHGAN	MultiDTI	iGRLDTI
AUC	0.916	0.953	0.946	0.929	0.967	0.986
AUPR	0.786	0.672	0.854	0.603	0.917	0.927
F1-score	0.093	0.813	0.772	0.754	0.828	0.821