LISclassification

EEG ERP classification of conscious vs unconscious individuals with SVM and RF.

Data

Data was collected and retrieved from: https://osf.io/ut7xq/.
In this study, files from the folder eeguana_preproc_clean were used.

Preprocessing

Preprocessing was done in two steps:

1. RStudio - see LISclassification.R
2. Python - see LISclassification.ipynb

Models

Models were built in Python - see LISclassification.ipynb