Comparison of |${\rm {MAE}}_{{\rm {learn}}}$| 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 | 1.8438 | 2.2548 | 2.5785 |
| 15 | 2.5026 | 2.8258 | 2.5823 |
| 20 | 4.7599 | 4.1811 | 3.6932 |
| 25 | 3.6980 | 4.7052 | 4.2056 |
| 30 | 5.4970 | 5.9893 | 5.2526 |
| 35 | 4.9980 | 6.4575 | 5.7542 |
| 40 | 7.0016 | 7.7565 | 6.7696 |
| 45 | 6.5021 | 8.2334 | 7.2596 |
| 50 | 7.5108 | 9.5030 | 8.7298 |
| Best | 1.8438 | 2.2548 | 2.5785 |
| Worst | 7.5108 | 9.5030 | 8.7298 |
| Avg. | 4.9238 | 5.7674 | 5.2028 |
| Avg rank | 1.4444 | 2.7778 | 1.7778 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.8438 | 2.2548 | 2.5785 |
| 15 | 2.5026 | 2.8258 | 2.5823 |
| 20 | 4.7599 | 4.1811 | 3.6932 |
| 25 | 3.6980 | 4.7052 | 4.2056 |
| 30 | 5.4970 | 5.9893 | 5.2526 |
| 35 | 4.9980 | 6.4575 | 5.7542 |
| 40 | 7.0016 | 7.7565 | 6.7696 |
| 45 | 6.5021 | 8.2334 | 7.2596 |
| 50 | 7.5108 | 9.5030 | 8.7298 |
| Best | 1.8438 | 2.2548 | 2.5785 |
| Worst | 7.5108 | 9.5030 | 8.7298 |
| Avg. | 4.9238 | 5.7674 | 5.2028 |
| Avg rank | 1.4444 | 2.7778 | 1.7778 |
Comparison of |${\rm {MAE}}_{{\rm {learn}}}$| 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 | 1.8438 | 2.2548 | 2.5785 |
| 15 | 2.5026 | 2.8258 | 2.5823 |
| 20 | 4.7599 | 4.1811 | 3.6932 |
| 25 | 3.6980 | 4.7052 | 4.2056 |
| 30 | 5.4970 | 5.9893 | 5.2526 |
| 35 | 4.9980 | 6.4575 | 5.7542 |
| 40 | 7.0016 | 7.7565 | 6.7696 |
| 45 | 6.5021 | 8.2334 | 7.2596 |
| 50 | 7.5108 | 9.5030 | 8.7298 |
| Best | 1.8438 | 2.2548 | 2.5785 |
| Worst | 7.5108 | 9.5030 | 8.7298 |
| Avg. | 4.9238 | 5.7674 | 5.2028 |
| Avg rank | 1.4444 | 2.7778 | 1.7778 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.8438 | 2.2548 | 2.5785 |
| 15 | 2.5026 | 2.8258 | 2.5823 |
| 20 | 4.7599 | 4.1811 | 3.6932 |
| 25 | 3.6980 | 4.7052 | 4.2056 |
| 30 | 5.4970 | 5.9893 | 5.2526 |
| 35 | 4.9980 | 6.4575 | 5.7542 |
| 40 | 7.0016 | 7.7565 | 6.7696 |
| 45 | 6.5021 | 8.2334 | 7.2596 |
| 50 | 7.5108 | 9.5030 | 8.7298 |
| Best | 1.8438 | 2.2548 | 2.5785 |
| Worst | 7.5108 | 9.5030 | 8.7298 |
| Avg. | 4.9238 | 5.7674 | 5.2028 |
| Avg rank | 1.4444 | 2.7778 | 1.7778 |
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