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Table 3
Architectures used in the first stage of spectral classification.
| Net | N_Iter | RMS_err | AVG_err | Int_err | Architecture | Spectral range |
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| Net0 | 1300 | 199 | 147 | 77 | 20:50:50:1 | 3933–6563 |
| Net1 | 1250 | 235 | 179 | 65 | 15:50:50:1 | 4227–6200 |
| Net2 | 2000 | 207 | 151 | 87 | 18:50:50:1 | 3933–6162 |
Notes. The rms error was the parameter minimized when we chose the architectures of the ANNs to be applied. “AVG_err” is the average error and “Int_err” is the average internal classification error of the ANNs in the commitee.
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