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. Author manuscript; available in PMC: 2019 Jan 30.
Published in final edited form as: CEUR Workshop Proc. 2018 Jul;2142:10–21.

Table 2:

AUC for Classification with SEM (Standard Error of The Mean).

Train on Test on Automated Manual Automated “Pain” Features Manual “Pain” Features
All D1 0.61 ± 0.006 0.66 ± 0.006 0.63 ± 0.007 0.69 ± 0.006
D1 D1 0.58 ± 0.014 0.62 ± 0.008 0.61 ± 0.008 0.65 ± 0.008
D2 D1 0.57 ± 0.005 0.67 ± 0.007 0.62 ± 0.004 0.7 ± 0.006
All D2 0.9 ± 0.005 0.79 ± 0.007 0.88 ± 0.005 0.8 ± 0.003
D1 D2 0.69 ± 0.011 0.68 ± 0.008 0.73 ± 0.012 0.73 ± 0.01
D2 D2 0.92 ± 0.01 0.79 ± 0.009 0.9 ± 0.007 0.8 ± 0.005