Application of Artificial Neural Networks for the Automatic Spectral Classification

Table 2

LMA averaged training, validation, and test RMS errors using LAMOST DR1 dataset.

Architecture	Mean training RMS	Mean validation RMS	Mean test RMS
36 × 30 × 1	225.69	244.43	236.27
36 × 50 × 1	235.26	258.83	255.04
36 × 30 × 30 × 1	231.65	238.91	235.52