Analysis and modeling of cardio-physiological data to diagnose stress in medical staff. Repository contains R project and scripts for data modeling.
A comparison of following models is given below
Model | Accuracy |
---|---|
Support vector machines |
- Read all excel files at once instead of one by one manner #1
- Make documentation available for tutorial/development purpose
- Generate stress classes from raw Inter Beat Interval data
- git and github
- R and RStudio team and all the open source contributors
- Various online forums and community members