CleanVillinousPreprocessor

Sanity check and extraction of threshold in data from the BCI event stream data

Setup

pip install -r requirements.txt

Run

python3 main.py

Results

Check out thresholds.csv

Sanity check

P3      Body: 30(6 fails)       Blocks:  30(6 fails)
P4      Body: 30(11 fails)      Blocks:  30(13 fails)
P5      Body: 30(11 fails)      Blocks:  30(8 fails)
P6      Body: 30(13 fails)      Blocks:  30(11 fails)
P7      Body: 30(1 fails)       Blocks:  14(0 fails)
P8      Body: 30(4 fails)       Blocks:  30(1 fails)
P9      Body: 30(7 fails)       Blocks:  30(6 fails)
P10     Body: 30(5 fails)       Blocks:  30(14 fails)
P11     Body: 30(10 fails)      Blocks:  30(10 fails)
P12     Body: 30(10 fails)      Blocks:  30(8 fails)
P13     Body: 30(4 fails)       Blocks:  30(1 fails)
P14     Body: 30(10 fails)      Blocks:  30(10 fails)
P15     Body: 30(1 fails)       Blocks:  30(1 fails)
P16     Body: 30(6 fails)       Blocks:  30(1 fails)
P17     Body: 30(2 fails)       Blocks:  30(4 fails)
P18     Body: 30(1 fails)       Blocks:  30(10 fails)
P19     Body: 30(1 fails)       Blocks:  30(4 fails)
P20     Body: 30(2 fails)       Blocks:  30(5 fails)