Biased accuracy in multisite machine-learning studies due to incomplete removal of the effects of the site
Aleix Solanes, Pol Palau, Lydia Fortea, Raymond Salvador, Laura González-Navarro, Cristian-Daniel Llach, Marc Valentí, Eduard Vieta, Joaquim Raduà
Topics & Concepts
Machine learningComputer scienceArtificial intelligenceTraining setTest setTask (project management)Set (abstract data type)Sensitivity (control systems)Data setEstimationData miningEngineeringElectronic engineeringSystems engineeringProgramming languageStatistical Methods and InferenceFunctional Brain Connectivity StudiesStatistical Methods and Bayesian Inference