Model Selection and Evaluation Based on Emerging Infectious Disease Data Sets including A/H1N1 and Ebola.
Wendi LiuSanyi TangYanni XiaoPublished in: Comput. Math. Methods Medicine (2015)
Keyphrases
- model selection
- infectious disease
- data sets
- public health
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- regression model
- sample size
- error estimation
- model selection criteria
- machine learning
- statistical inference
- mixture model
- information criterion
- gaussian process
- variable selection
- training data
- generalization error
- feature selection
- data mining
- west nile virus
- databases
- data sharing
- gaussian mixture model
- decision support
- marginal likelihood
- data analysis
- parameter determination