Classification accuracy for voice variability unrelated versus related to sleep deprivation.

Balanced Accuracies for discriminating reading sessions recorded both before or after sleep deprivation (within) or for discriminating one reading sessions recorded before and one reading session recorded after sleep deprivation. As 15 out of 22 classifiers produced accuracies above 0.9 for the Across comparison, BAccs were converted to rationalized arcsine units (RAU). Points represent individual participants. The median and interquartile intervals are also shown.