Fig. 4.

Summary of types of input data reported across the 43 algorithms, along with the category of algorithmic approach used. SMPS Surrogate leasures of the preictal state, CDE cyclic distribution of events, ML machine learning, DL deep learning, GLM Generalized linear lodel, PM phase modeling