Bias-variance tradeoff in machine learning: Theoretical formulation and implications to structural engineering applications
Xingquan Guan, Henry V. Burton
Topics & Concepts
Generalizability theoryOverfittingVariance (accounting)Computer scienceSelection (genetic algorithm)Sign (mathematics)GeneralizationMachine learningMathematical optimizationArtificial intelligenceModel selectionAlgorithmMathematicsStatisticsArtificial neural networkAccountingBusinessMathematical analysisInfrastructure Maintenance and MonitoringStructural Health Monitoring TechniquesNon-Destructive Testing Techniques