Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Model 1 and Model 2 classification accuracy for combinations of features, defined by sensor. Classification accuracy of the default models is bold and underlined.
| Feature Set Included | Model 1 Test Accuracy (%) | Model 2 Test Accuracy (%) |
|---|---|---|
| EEG | 75.21 | 94.14 |
| ECG | 81.97 | 84.81 |
| Respiration | 94.22 | 89.58 |
| EEG + ECG | 84.85 | 92.19 |
| EEG + respiration | 94.23 | 93.60 |
| ECG + respiration | 97.84 | 88.33 |
| EEG + ECG + respiration | 96.13 | 94.03 |
