Litcius/Paper detail

I tried a bunch of things: The dangers of unexpected overfitting in classification of brain data

Mahan Hosseini, Michael Powell, John Collins, Chloe Callahan-Flintoft, William Jones, Howard Bowman, Brad Wyble

2020Neuroscience & Biobehavioral Reviews172 citationsDOI

Topics & Concepts

OverfittingSpurious relationshipHyperparameterMachine learningComputer scienceArtificial intelligenceLimitingRobustness (evolution)Random forestArtificial neural networkEngineeringBiochemistryGeneMechanical engineeringChemistryFunctional Brain Connectivity StudiesEEG and Brain-Computer InterfacesNeural dynamics and brain function
I tried a bunch of things: The dangers of unexpected overfitting in classification of brain data | Litcius