Research Article
Evaluation of the Calculated Sizes Based on the Neural Network Regression
Table 1
Hidden nodes obtaining the minimum MSE values.
| | Calculated sizes | Training function | /mm | | 20 | 24 | 28 | 32 | 36 | 40 | 44 | 48 | 52 | 56 | 60 | | Hidden nodes |
| | Circumference diameter | trainlm | 6 | 10 | 4 | 7 | 8 | 13 | 14 | 4 | 14 | 11 | 9 | | trainbr | 12 | 7 | 14 | 9 | 6 | 7 | 7 | 13 | 11 | 11 | 7 |
| | Area diameter | trainlm | 7 | 12 | 7 | 14 | 13 | 15 | 7 | 13 | 4 | 4 | 11 | | trainbr | 7 | 13 | 6 | 7 | 7 | 7 | 15 | 8 | 7 | 7 | 10 |
| | Volume diameter | trainlm | 7 | 7 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 4 | 4 | | trainbr | 12 | 12 | 12 | 12 | 12 | 12 | 3 | 12 | 12 | 12 | 9 |
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