Comparison of |${\rm {MAE}}_{{\rm {test}}}$| in different DHNN–BR2SAT models with different numbers of neurons. Bolded values represent the best values for the same number of neurons.
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 0.0000 | 0.0000 | 0.0100 |
| 15 | 0.0200 | 0.1095 | 0.0400 |
| 20 | 0.8300 | 0.6072 | 0.4683 |
| 25 | 0.3451 | 0.7648 | 0.5800 |
| 30 | 0.8998 | 0.9383 | 0.8443 |
| 35 | 0.7694 | 0.9491 | 0.8761 |
| 40 | 0.9676 | 0.9891 | 0.9381 |
| 45 | 0.9693 | 0.9883 | 0.9693 |
| 50 | 0.982 | 0.9996 | 0.9899 |
| Best | 0.0000 | 0.0000 | 0.0100 |
| Worst | 0.9820 | 0.9996 | 0.9899 |
| Avg. | 0.6426 | 0.7051 | 0.6351 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 0.0000 | 0.0000 | 0.0100 |
| 15 | 0.0200 | 0.1095 | 0.0400 |
| 20 | 0.8300 | 0.6072 | 0.4683 |
| 25 | 0.3451 | 0.7648 | 0.5800 |
| 30 | 0.8998 | 0.9383 | 0.8443 |
| 35 | 0.7694 | 0.9491 | 0.8761 |
| 40 | 0.9676 | 0.9891 | 0.9381 |
| 45 | 0.9693 | 0.9883 | 0.9693 |
| 50 | 0.982 | 0.9996 | 0.9899 |
| Best | 0.0000 | 0.0000 | 0.0100 |
| Worst | 0.9820 | 0.9996 | 0.9899 |
| Avg. | 0.6426 | 0.7051 | 0.6351 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
Comparison of |${\rm {MAE}}_{{\rm {test}}}$| in different DHNN–BR2SAT models with different numbers of neurons. Bolded values represent the best values for the same number of neurons.
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 0.0000 | 0.0000 | 0.0100 |
| 15 | 0.0200 | 0.1095 | 0.0400 |
| 20 | 0.8300 | 0.6072 | 0.4683 |
| 25 | 0.3451 | 0.7648 | 0.5800 |
| 30 | 0.8998 | 0.9383 | 0.8443 |
| 35 | 0.7694 | 0.9491 | 0.8761 |
| 40 | 0.9676 | 0.9891 | 0.9381 |
| 45 | 0.9693 | 0.9883 | 0.9693 |
| 50 | 0.982 | 0.9996 | 0.9899 |
| Best | 0.0000 | 0.0000 | 0.0100 |
| Worst | 0.9820 | 0.9996 | 0.9899 |
| Avg. | 0.6426 | 0.7051 | 0.6351 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 0.0000 | 0.0000 | 0.0100 |
| 15 | 0.0200 | 0.1095 | 0.0400 |
| 20 | 0.8300 | 0.6072 | 0.4683 |
| 25 | 0.3451 | 0.7648 | 0.5800 |
| 30 | 0.8998 | 0.9383 | 0.8443 |
| 35 | 0.7694 | 0.9491 | 0.8761 |
| 40 | 0.9676 | 0.9891 | 0.9381 |
| 45 | 0.9693 | 0.9883 | 0.9693 |
| 50 | 0.982 | 0.9996 | 0.9899 |
| Best | 0.0000 | 0.0000 | 0.0100 |
| Worst | 0.9820 | 0.9996 | 0.9899 |
| Avg. | 0.6426 | 0.7051 | 0.6351 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
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