Fast, Exact Model Selection and Permutation Testing for l2-Regularized Logistic Regression.
Bryan R. ConroyPaul SajdaPublished in: AISTATS (2012)
Keyphrases
- model selection
- cross validation
- hyperparameters
- logistic regression
- parameter estimation
- sample size
- machine learning
- statistical learning
- error estimation
- regression model
- mixture model
- statistical inference
- meta learning
- bayesian learning
- selection criterion
- model selection criteria
- generalization error
- feature selection
- motion segmentation
- gaussian process
- variable selection
- information criterion
- marginal likelihood
- parameter determination
- bayesian model selection
- posterior distribution
- statistical tests
- generalization bounds
- bayesian information criterion
- bayesian networks