Skip to main content
. Author manuscript; available in PMC: 2022 Aug 1.
Published in final edited form as: J Pineal Res. 2021 Jun 20;71(1):e12745. doi: 10.1111/jpi.12745

Table 4. Performance of Classification Models for DLMO Estimation in Forced Desynchrony (FD) Protocols.

Classification accuracy performance on four different FD protocols to test for generalization of these models originally fit to activity and light level data from the college student population.

Model FD1 FD2 FD3 FD4
Single Layer 54.1 52.3 51.8 57.2
Single Layer with Dropout 54.9 53.1 51.0 56.7
Double Layer 53.4 54.3 52.1 57.4
Double Layer with Dropout 54.8 53.6 51.6 57.0