ResearchBenchmarksEEG-based brain hemisphere classification on Mona LisaEEG-based brain hemisphere classification on Mona LisaFollow90ROC AUCMLP78.5681.5384.587.47Sep 17, 2025Evaluation resultsMethodMethodLinksROC AUCF1-ScoreEfficient Class ScoreSHAP ImpactMLPFrequency=γ, Optimizer...Frequency=γ, Optimizer=Rmsprop2025.099090——MLPFrequency=β, Optimizer...Frequency=β, Optimizer=Rmsprop2025.098889——MLPFrequency=α, Optimizer...Frequency=α, Optimizer=AdaMax2025.098483——MLPFrequency=θ, Optimizer...Frequency=θ, Optimizer=AdaMax2025.098080——MLPFrequency=δ, Optimizer...Frequency=δ, Optimizer=AdaMax2025.097980——