Attempting to implement the ideas from the paper "Depth of anaesthesia assessment based on adult electroencephalograph beta frequency band" by Dr. Tianning Li and Dr. Peng Wen (found here: https://link.springer.com/article/10.1007/s13246-016-0459-5) using a publicly available dataset (found here: https://figshare.com/articles/dataset/EEG_and_BIS_raw_data/5589841).
Graphs displaying the coefficient of determination for each extracted feature for each frequency band can be found in the Graphs folder. The x-axis of the graphs represents the frequency bands defined in fft.py with indices 1-20 representing the amplitude of these frequency bands and indices 21-40 representing the power.