DWT-CV: Dense weight transfer-based cross validation strategy for model selection in biomedical data analysis.
Jianhong ChengHulin KuangQichang ZhaoYahui WangLei XuJin LiuJianxin WangPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- cross validation
- model selection
- hyperparameters
- variable selection
- grid search
- regression model
- machine learning
- selection criterion
- generalization error
- parameter estimation
- sample size
- feature selection
- statistical inference
- mixture model
- gaussian process
- error estimation
- meta learning
- leave one out cross validation
- bayesian methods
- ls svm
- model selection criteria