The Necessity of Leave One Subject Out (LOSO) Cross Validation for EEG Disease Diagnosis
Sajeev P Kunjan, Tyler S. Grummett, Kenneth J. Pope, David Powers, Sean P. Fitzgibbon, Tarun Bastiampillai, Malcolm Battersby, Trent Lewis
Topics & Concepts
Computer scienceArtificial intelligenceElectroencephalographyMachine learningSet (abstract data type)Multilayer perceptronBrain–computer interfacePattern recognition (psychology)Cross-validationData setArtificial neural networkPsychologyPsychiatryProgramming languageEEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesNeural dynamics and brain function