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. Author manuscript; available in PMC: 2013 Jun 1.
Published in final edited form as: Clin Neurophysiol. 2012 Apr 3;123(10):1906–1916. doi: 10.1016/j.clinph.2012.03.001

Fig. 4.

Fig. 4

Block diagram illustrating how a generic data set of 6 preictal and 6 interictal epochs is partitioned into one trial of training and testing data sets. Validation is performed using 10 trials. Three examples of data partitioning obtained by random resampling of the original data set are shown (top line). The second and third lines describe the analysis process for one trial: Processes of channel pre-selection (I), best performing discriminant analysis selection (II) and training of final classifier (III) are illustrated.