A relation between log-likelihood and cross-validation log-scores.
PierGianLuca Porta ManaPublished in: CoRR (2019)
Keyphrases
- log likelihood
- cross validation
- scoring function
- cross validated
- model selection
- density estimation
- em algorithm
- information theoretic
- maximum likelihood
- hyperparameters
- support vector
- training set
- closed form
- ranking functions
- structure learning
- mutual information
- parameter estimation
- mixture model
- expectation maximization
- high dimensional
- data sets
- error estimates