# Stress Classification on SWELL-KW Source: [Stress Classification on SWELL-KW]() Collection index: [llms.txt]() Data updated: 2026-05-26T08:30:33.003Z Evaluation of models for Stress Classification using the SWELL-KW dataset. Key metrics include Accuracy (Acc) and Balanced Accuracy (BA). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Stress Classification | | Dataset (including any stated split) | SWELL-KW | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. - [Balanced Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CNN | 88.6 | Not recorded | 6a15292cdbd7150506f7df7d | | Decision Tree/RF | 74.8 | Not recorded | 6a15292cdbd7150506f7df7d | ### CNN Accuracy: 88.6. Result ID: 6a155a23fbc373592c0cbd11. [Reporting paper]() Recorded evaluation configuration: {"Signals":"HRV","Protocol":"random†"}. This record does not assert independent reproduction. ### Decision Tree/RF Accuracy: 74.8. Result ID: 6a155a23fbc373592c0cbd10. [Reporting paper]() Recorded evaluation configuration: {"Signals":"HRV","Protocol":"k-fold†"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.