EEG Features Extraction from Bands Delta, Theta, Alpha, Beta and Gamma.

The hypothesis that will allow us to show our data is to classify the EEG signals related to real movements of the left hand, right hand, both hands, both feet, and relaxation. Each of the different files shows different features extracted from the various frequency bands composed of the EEG signals. The extracted features are pitch, level, and statistical measurements from the Delta, Theta, Alpha, Beta, and Gamma bands. Each of the samples presented in the different data sets is labeled with their respective classes to facilitate the training of the machine learning algorithms