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Table 6 Hyper-parameters settings of SMFF-DTA

From: SMFF-DTA: using a sequential multi-feature fusion method with multiple attention mechanisms to predict drug-target binding affinity

Hyper-parameters

Settings

\(D_{d1}, \ D_{d2}\)

64, 128

\(D_{t1}, \ D_{t2}, \ D_{t3}\)

64, 6, 15

Learning rate

[1e-6, 5e-6, 8e-6, 1e-5](Davis), 2e-5(KIBA)

Batch size

[32, 64, 128, 256](Davis), 128(KIBA)

Interaction Block Head Number

[2, 4, 8, 16]

Cross Attention Head Number

[2, 4, 8, 16]

  1. The best parameters selected according to the experimental results are shown in bold