I23f-RRR-01. RESIDUAL RECOVERY RESERVE (RRR): OPERATIONAL MEASUREMENT AND INDEPENDENT HOLDOUT VALIDATION PROTOCOL
This methodological record consolidates the operational definitions, eligibility criteria, development-model freeze, and completed held-out evaluation of an electrodermal candidate for residual recovery reserve (RRR). Nine participants formed the development cohort and eighteen different participants from the same public PhysioNet dataset formed the held-out cohort. Model A predicted late behavioral error from the pre-second-stress behavioral error; Model B added the difference in mean electrodermal activity between two recovery windows. Held-out mean absolute error (MAE) was 150.05 for Model A and 150.90 for Model B (B minus A = +0.85). The proposed electrodermal feature did not improve average prediction in this sample. The record is published after inspection of held-out outcomes and is not a prospectively registered study. Keywords: Vitology; residual recovery reserve; RRR; electrodermal activity; stress resilience; held-out validation; incremental predictive value; negative result; metrological caution.
Authors
- Serhii Hostiunin (ORCID: https://orcid.org/0009-0002-7692-3939)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-10-12
- DOI
- https://doi.org/10.5281/zenodo.23308509
- Primary Topic
- Emotion and Mood Recognition
- Type
- preprint