Palette: Towards Multi-source Model Selection and Ensemble for Reuse.
Yiming LiYanyan ShenLei ChenPublished in: ICDE (2021)
Keyphrases
- model selection
- multi source
- data fusion
- cross validation
- information fusion
- feature selection
- data integration
- hyperparameters
- regression model
- data sources
- selection criterion
- ensemble methods
- sample size
- multiple sources
- training data
- statistical inference
- mixture model
- training set
- machine learning
- information criterion
- generalization error
- base classifiers
- automatic model selection
- model selection criteria
- marginal likelihood
- parameter determination
- variable selection
- random forest
- information integration
- gaussian process
- active learning
- neural network
- databases
- community detection
- semi supervised
- information extraction
- data sets