Full Model Selection in Big Data.
Angel Díaz-PachecoJesús A. González BernalCarlos Alberto Reyes GarcíaHugo Jair Escalante BalderasPublished in: MICAI (1) (2017)
Keyphrases
- model selection
- big data
- cross validation
- data management
- cloud computing
- data analysis
- social media
- hyperparameters
- statistical learning
- parameter estimation
- bayesian learning
- mixture model
- sample size
- data processing
- regression model
- data science
- variable selection
- error estimation
- gaussian process
- big data analytics
- business intelligence
- statistical inference
- vast amounts of data
- data warehousing
- feature selection
- selection criterion
- machine learning
- bayesian information criterion
- model selection criteria
- knowledge discovery
- information criterion
- data sets
- database
- decision making
- parameter determination