Summary of the results (optimal parameters and resulting correlation coefficients) of the intersubject models for the different selections of training and test sets for Worry/Fear (Q3).
<p>For NARX models, those were obtained with six different combinations of features: (i) filtered HR (<i>u</i><sub>1</sub>), RSP rate (<i>u</i><sub>2</sub>) and expiration time (<i>u</i><sub>3</sub>), (ii) filtered HR (<...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Published: |
2025
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | <p>For NARX models, those were obtained with six different combinations of features: (i) filtered HR (<i>u</i><sub>1</sub>), RSP rate (<i>u</i><sub>2</sub>) and expiration time (<i>u</i><sub>3</sub>), (ii) filtered HR (<i>u</i><sub>1</sub>), RSP rate (<i>u</i><sub>2</sub>) and inhalation depth (<i>u</i><sub>3</sub>), (iii) filtered HR (<i>u</i><sub>1</sub>), RSP rate (<i>u</i><sub>2</sub>) and exhalation depth (<i>u</i><sub>3</sub>), (iv) filtered HR (<i>u</i><sub>1</sub>), expiration time (<i>u</i><sub>2</sub>) and inhalation depth (<i>u</i><sub>3</sub>), (v) filtered HR (<i>u</i><sub>1</sub>), expiration time (<i>u</i><sub>2</sub>) and exhalation depth (<i>u</i><sub>3</sub>), and (vi) filtered HR (<i>u</i><sub>1</sub>), inhalation depth (<i>u</i><sub>2</sub>) and exhalation depth (<i>u</i><sub>3</sub>). For the sliding-window linear regression, the combined features were filtered GSR and GSR derivative.</p> |
|---|