Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting
Julius M. Kernbach, Victor E. Staartjes
Topics & Concepts
OverfittingArtificial intelligenceMachine learningRegularization (linguistics)Computer scienceResamplingSample (material)Feature (linguistics)Early stoppingBootstrapping (finance)Principal component analysisCross-validationData miningPattern recognition (psychology)Artificial neural networkMathematicsEconometricsPhilosophyChromatographyChemistryLinguisticsMachine Learning in HealthcareArtificial Intelligence in HealthcareAI in cancer detection