Table 1 The values of R2 in different NN models and indicators are compared.
Training sets and model | Number of trainable parameters | R2 | |||||
|---|---|---|---|---|---|---|---|
\({f}_{\mathrm{FM}}\) | \({R/Q}_{\mathrm{FM}}\) | \({R}_{\mathrm{a FM}}\) | \({\mathrm{Q}}_{\mathrm{FM}}\) | \({f}_{\mathrm{HOM}}\) | |||
3000 samples | Transformer with ANN | 265 | 0.987 | 0.985 | 0.989 | 0.988 | 0.984 |
2-layers ANN | 76 | 0.923 | 0.954 | 0.957 | 0.969 | 0.942 | |
