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.