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Table 2.

Bootstrap validation metric medians for some tested architectures.

Metric Arch. 1 Arch. 2 Arch. 3 Arch. 4
Redshift
Mean square error 0.10 ± 0.03 0.10 ± 0.03 0.10 ± 0.03 0.11 ± 0.02
Mean absolute error 0.35 ± 0.03 0.36 ± 0.04 0.34 ± 0.03 0.35 ± 0.03
Classification
Binary cross-entropy 0.04 ± 0.03 0.04 ± 0.03 0.04 ± 0.03 0.04 ± 0.04
Area under the curve 0.99 ± 0.02 0.99 ± 0.01 0.99 ± 0.01 0.99 ± 0.01
Total loss 0.13 ± 0.02 0.15 ± 0.04 0.14 ± 0.03 0.14 ± 0.04

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