Predicting personality from the resting state EEG
Matlab
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Data Data and code after revision 2 Dec 5, 2014
Src Data and code after revision 2 Dec 5, 2014
.gitattributes Adding files Jun 11, 2014
.gitignore Adding files Jun 11, 2014
README.md Data and code after revision 2 Dec 5, 2014

README.md

Predicting personality from the resting state EEG

This repository contains data and code for an article "Personality cannot be predicted from the power of resting state EEG" submitted to a journal Frontiers in Human Neuroscience.

Data is in the folder Data, the code is in the folder Src.

Script NestedCV.m does the following:

  1. It loads the data
  2. It calls a function Step1_nested_cross_validation.m, which chooses the best hyper-parameters
  3. It predicts personality scores for each personality trait using the function Step2_cross_validation.m
  4. It performs statistical significance analysis

Note: the full analysis is computationally intensive but it easy very easy to parallelize it.