Linear Discriminant Analysis (LDA) on EEG Motor Movement/Imagery Dataset: https://www.physionet.org/pn4/eegmmidb/

One random channel (FpZ or 23)out of 64 channel:

Results after LDA (across all 64 channel): Classification for right fist movement (Grey), left fist movment (orange), and rest (red)