Distress Classification of Road Structures via Adaptive Bayesian Network Model Selection.
Keisuke MaedaSho TakahashiTakahiro OgawaMiki HaseyamaPublished in: J. Comput. Civ. Eng. (2017)
Keyphrases
- model selection
- cross validation
- hyperparameters
- bayesian networks
- statistical learning
- sample size
- parameter estimation
- bayesian learning
- regression model
- selection criterion
- bayesian methods
- feature selection
- error estimation
- machine learning
- mixture model
- unsupervised learning
- statistical inference
- leave one out cross validation
- information criterion
- generalization error
- gaussian process
- bayesian model selection
- marginal likelihood
- decision trees
- probabilistic inference
- generalization bounds
- variable selection
- classification accuracy
- feature space
- support vector
- feature extraction
- learning algorithm
- generalization ability
- graphical models
- knn
- model selection criteria