Nested cross-validation when selecting classifiers is overzealous for most practical applications
Jacques Wainer, Gavin C. Cawley
Topics & Concepts
HyperparameterCross-validationComputer scienceHyperparameter optimizationSet (abstract data type)Binary numberSelection (genetic algorithm)Model selectionBinary classificationMachine learningArtificial intelligenceAlgorithmMathematicsSupport vector machineProgramming languageArithmeticMachine Learning and Data ClassificationNeural Networks and Applications