The Racing Algorithm: Model Selection for Lazy Learners.
Oded MaronAndrew W. MoorePublished in: Artif. Intell. Rev. (1997)
Keyphrases
- model selection
- parameter estimation
- learning algorithm
- motion segmentation
- cross validation
- worst case
- k means
- hyperparameters
- bayesian learning
- expectation maximization
- probabilistic model
- regression model
- sample size
- machine learning
- selection criterion
- least squares
- maximum likelihood
- em algorithm
- mixture model
- similarity measure
- error estimation