A random forest regression with Bayesian optimization-based method for fatigue strength prediction of ferrous alloys
Junyu Guo, Xueping Zan, Lin Wang, Lijun Lei, Chuangjie Ou, Song Bai
Topics & Concepts
OverfittingMean squared errorRandom forestArtificial neural networkLinear regressionMean absolute percentage errorRegressionDecision treeBayesian probabilityRegression analysisFatigue limitStatisticsComputer scienceMathematicsArtificial intelligenceEngineeringStructural engineeringFatigue and fracture mechanicsNon-Destructive Testing TechniquesInfrastructure Maintenance and Monitoring