Toward Pattern-based Model Selection for Cloud Resource Forecasting.
Georgia ChristofidiKonstantinos PapaioannouThaleia Dimitra DoudaliPublished in: EuroMLSys@EuroSys (2023)
Keyphrases
- model selection
- cross validation
- hyperparameters
- regression model
- bayesian learning
- parameter estimation
- sample size
- cloud computing
- mixture model
- meta learning
- statistical learning
- variable selection
- support vector regression
- error estimation
- gaussian process
- machine learning
- bayesian methods
- motion segmentation
- feature selection
- selection criterion
- statistical inference
- bayesian information criterion
- model selection criteria
- generalization error
- data sets
- automatic model selection
- maximum likelihood
- training data