Table 2 Mutual information between the communities detected in various models. Comparison is done by computing the mutual information (MI) between the four communities across different models. Overall, the A-GHN model has higher mutual information with Ground Truth.

From: Attention-based fusion of multiple graphheat networks for structural to functional brain mapping

Model1 vs. Model2

Mutual Information

Actual vs. Actual

1.706

Actual vs. A-GHN

1.357

Actual vs. GCN Encoder Decoder

0.735

Actual vs. MKL

0.740

A-GHN vs. A-GHN

2.180

A-GHN vs. GCN Encoder Decoder

0.847

A-GHN vs. MKL

1.064

GCN Encoder Decoder vs. MKL

0.675

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