Table 2: Percentage of correct classifications of each class considering pulse rate case library.

SessionsUsing only time domain features (TmF)Using only frequency domain features (FrqF)Using only time-frequency domain features
(TmFrqF)
Using a combination of features
TmF = 10%,
TmFrqF = 10%, and FrqF = 80%

Baseline51.7%96.5%62.0%96.5%
Deep breath27.6%79.3%34.5%83.0%
Activity45.0%96.5%45.0%100.0%
Relax51.7%69.0%51.7%80.0%

Average44.0%85.3%48.3%89.8%

TmF: time domain features, FrqF: frequency domain features, and TmFrqF: time-frequency domain features.