ALMSS: Automatic Learned Index Model Selection System.
Rui ZhuHongzhi WangYafeng TangBo XuPublished in: APWeb/WAIM (2) (2021)
Keyphrases
- model selection
- cross validation
- parameter estimation
- sample size
- hyperparameters
- bayesian learning
- machine learning
- motion segmentation
- meta learning
- mixture model
- feature selection
- regression model
- variable selection
- statistical learning
- model selection criteria
- information criterion
- statistical inference
- generalization error
- selection criterion
- error estimation
- intelligent data mining
- gaussian process
- real world
- marginal likelihood
- probability distribution
- leave one out cross validation
- parameter determination
- bayesian model selection
- automatic model selection