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. 2021 Sep 10;22:434. doi: 10.1186/s12859-021-04352-9

Table 3.

Performance of model training with different weight layers, self-attention, or r-radius

Weight layer Self-attention r-radius MSE R2
Single No 1 1.0848 0.8477
Single No 2 0.9804 0.8623
Single No 3 1.0694 0.8498
Multi No 1 1.0654 0.8504
Multi No 2 1.0078 0.8585
Multi No 3 0.9767 0.8628
Multi Yes 1 1.0724 0.8495
Multi Yes 2 0.9785 0.8626
Multi Yes 3 0.9384 0.8683
Multi Yes 4 0.9917 0.8608
Multi Yes 5 1.2083 0.8304

Bold values represents the result is the best performance among the models participating in the comparison