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Analysis and modeling of physiological data to diagnose stress

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Stress analysis

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

Project to-do 👍

  • 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

Credits

  1. git and github :octocat:
  2. R and RStudio team and all the open source contributors
  3. Various online forums and community members

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Analysis and modeling of physiological data to diagnose stress

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