Comparative study on the performance of different machine learning techniques to predict the shear strength of RC deep beams: Model selection and industry implications.
Khuong Le NguyenHoa Thi TrinhThanh T. NguyenHoang D. NguyenPublished in: Expert Syst. Appl. (2023)
Keyphrases
- comparative study
- model selection
- reinforced concrete
- cross validation
- machine learning
- hyperparameters
- sample size
- bayesian methods
- bayesian learning
- parameter estimation
- feature selection
- regression model
- variable selection
- mixture model
- model selection criteria
- unsupervised learning
- error estimation
- statistical inference
- meta learning
- generalization error
- statistical learning
- selection criterion
- motion segmentation
- machine learning algorithms
- generalization bounds
- information criterion
- graphical models
- high dimensional
- marginal likelihood
- bayesian model selection
- leave one out cross validation
- bayesian information criterion
- posterior distribution
- data sets
- training set
- statistical methods