A note on model selection for small sample regression.
Masanori KawakitaJun'ichi TakeuchiPublished in: Mach. Learn. (2017)
Keyphrases
- model selection
- small sample
- sample size
- cross validation
- regression model
- feature selection
- hyperparameters
- parameter estimation
- random sampling
- machine learning
- ls svm
- variable selection
- multivariate regression
- unsupervised learning
- model selection criteria
- high dimensional
- support vector machine
- least squares
- gaussian process
- data mining