Figure 4
From: Bispectrum and Recurrent Neural Networks: Improved Classification of Interictal and Preictal States

Data splitting technique applied to prevent temporal contamination of validation and testing data. Data was split temporally on a seizure-per-seizure basis where training validation and testing corresponds to 40%, 30%, and 30% respectively.